diff --git a/QRCodeDetector/LICENSE b/QRCodeDetector/LICENSE
deleted file mode 100644
index 8d442ae..0000000
--- a/QRCodeDetector/LICENSE
+++ /dev/null
@@ -1,191 +0,0 @@
- Copyright 2020 Google LLC
-
- Licensed under the Apache License, Version 2.0 (the "License");
- you may not use this file except in compliance with the License.
- You may obtain a copy of the License at
-
- https://www.apache.org/licenses/LICENSE-2.0
-
- Unless required by applicable law or agreed to in writing, software
- distributed under the License is distributed on an "AS IS" BASIS,
- WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- See the License for the specific language governing permissions and
- limitations under the License.
-
-
- Apache License
- Version 2.0, January 2004
- http://www.apache.org/licenses/
-
- TERMS AND CONDITIONS FOR USE, REPRODUCTION, AND DISTRIBUTION
-
- 1. Definitions.
-
- "License" shall mean the terms and conditions for use, reproduction,
- and distribution as defined by Sections 1 through 9 of this document.
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- "Legal Entity" shall mean the union of the acting entity and all
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- "Work" shall mean the work of authorship, whether in Source or
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- "Derivative Works" shall mean any work, whether in Source or Object
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- Work or Derivative Works thereof in any medium, with or without
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- meet the following conditions:
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- distribution, then any Derivative Works that You distribute must
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- of the following places: within a NOTICE text file distributed
- as part of the Derivative Works; within the Source form or
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- within a display generated by the Derivative Works, if and
- wherever such third-party notices normally appear. The contents
- of the NOTICE file are for informational purposes only and
- do not modify the License. You may add Your own attribution
- notices within Derivative Works that You distribute, alongside
- or as an addendum to the NOTICE text from the Work, provided
- that such additional attribution notices cannot be construed
- as modifying the License.
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- You may add Your own copyright statement to Your modifications and
- may provide additional or different license terms and conditions
- for use, reproduction, or distribution of Your modifications, or
- for any such Derivative Works as a whole, provided Your use,
- reproduction, and distribution of the Work otherwise complies with
- the conditions stated in this License.
-
- 5. Submission of Contributions. Unless You explicitly state otherwise,
- any Contribution intentionally submitted for inclusion in the Work
- by You to the Licensor shall be under the terms and conditions of
- this License, without any additional terms or conditions.
- Notwithstanding the above, nothing herein shall supersede or modify
- the terms of any separate license agreement you may have executed
- with Licensor regarding such Contributions.
-
- 6. Trademarks. This License does not grant permission to use the trade
- names, trademarks, service marks, or product names of the Licensor,
- except as required for reasonable and customary use in describing the
- origin of the Work and reproducing the content of the NOTICE file.
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- 7. Disclaimer of Warranty. Unless required by applicable law or
- agreed to in writing, Licensor provides the Work (and each
- Contributor provides its Contributions) on an "AS IS" BASIS,
- WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or
- implied, including, without limitation, any warranties or conditions
- of TITLE, NON-INFRINGEMENT, MERCHANTABILITY, or FITNESS FOR A
- PARTICULAR PURPOSE. You are solely responsible for determining the
- appropriateness of using or redistributing the Work and assume any
- risks associated with Your exercise of permissions under this License.
-
- 8. Limitation of Liability. In no event and under no legal theory,
- whether in tort (including negligence), contract, or otherwise,
- unless required by applicable law (such as deliberate and grossly
- negligent acts) or agreed to in writing, shall any Contributor be
- liable to You for damages, including any direct, indirect, special,
- incidental, or consequential damages of any character arising as a
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- Work (including but not limited to damages for loss of goodwill,
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- incurred by, or claims asserted against, such Contributor by reason
- of your accepting any such warranty or additional liability.
-
- END OF TERMS AND CONDITIONS
\ No newline at end of file
diff --git a/QRCodeDetector/README.md b/QRCodeDetector/README.md
deleted file mode 100644
index dee079a..0000000
--- a/QRCodeDetector/README.md
+++ /dev/null
@@ -1,79 +0,0 @@
-QR Code detector
-
-## Feature List
-
-Features that are included in this Quickstart app:
-* [Object Detection](https://developers.google.com/ml-kit/vision/object-detection/android) - Detect, track, and classify objects in real time and static images
-* [Face Detection](https://developers.google.com/ml-kit/vision/face-detection/android) - Detect faces in real time and static images
-* [Text Recognition](https://developers.google.com/ml-kit/vision/text-recognition/android) - Recognize text in real time and static images
-* [Barcode Scanning](https://developers.google.com/ml-kit/vision/barcode-scanning/android) - Scan barcodes in real time and static images
-* [Image Labeling](https://developers.google.com/ml-kit/vision/image-labeling/android) - Label images in real time and static images
-* [Custom Image Labeling - Birds](https://developers.google.com/ml-kit/vision/image-labeling/custom-models/android) - Label images of birds with a custom TensorFlow Lite model.
-* [Pose Detection](https://developers.google.com/ml-kit/vision/pose-detection/android) - Detect the position of the human body in real time.
-* [Selfie Segmentation](https://developers.google.com/ml-kit/vision/selfie-segmentation/android) - Segment people from the background in real time.
-
-
-
-## Getting Started
-
-* Run the sample code on your Android device or emulator
-* Try extending the code to add new features and functionality
-
-## How to use the app
-
-This app supports three usage scenarios: Live Camera, Static Image, and CameraX enabled live camera.
-
-### Live Camera scenario
-It uses the camera preview as input and contains these API workflows: Object detection & tracking, Face Detection, Text Recognition, Barcode Scanning, Image Labeling, and Pose Detection. There's also a settings page that allows you to configure several options:
-* Camera
- * Preview size - Specify the preview size of rear/front camera manually (Default size is chosen appropriately based on screen size)
- * Enable live viewport - Toggle between blocking camera preview by API processing and result rendering or not
-* Object detection / Custom Object Detection
- * Enable multiple objects -- Enable multiple objects to be detected at once
- * Enable classification -- Enable classification for each detected object
-* Face Detection
- * Landmark mode -- Toggle between showing no or all facial landmarks
- * Contour mode -- Toggle between showing no or all contours
- * Classification mode -- Toggle between showing no or all classifications (smiling, eyes open/closed)
- * Performance mode -- Toggle between two operating modes (Fast or Accurate)
- * Face tracking -- Enable or disable face tracking
- * Minimum face size -- Choose the proportion of the head width to the image width
-* Pose Detection
- * Performance mode -- Allows you to switch between "Fast" and "Accurate" operation mode
- * Show in-frame likelihood -- Displays InFrameLikelihood score for each landmark
- * Visualize z value -- Uses different colors to indicate z difference (red: smaller z, blue: larger z)
- * Rescale z value for visualization -- Maps the smallest z value to the most red and the largest z value to the most blue. This makes z difference more obvious
- * Run classification -- Classify squat and pushup poses. Count reps in streaming mode.
-* Selfie Segmentation
- * Enable raw size mask -- Asks the segmenter to return the raw size mask which matches the model output size.
-
-### Static Image scenario
-The static image scenario is identical to the live camera scenario, but instead relies on images fed into the app through the gallery.
-
-### CameraX Live Preview scenario
-The CameraX live preview scenario is very similar to the native live camera scenario, but instead relies on CameraX live preview. Note: CameraX is only supported on API level 21+.
-
-## Support
-
-* [Documentation](https://developers.google.com/ml-kit/guides)
-* [API Reference](https://developers.google.com/ml-kit/reference/android)
-* [Stack Overflow](https://stackoverflow.com/questions/tagged/google-mlkit)
-
-## License
-
-Copyright 2020 Google, Inc.
-
-Licensed to the Apache Software Foundation (ASF) under one or more contributor
-license agreements. See the NOTICE file distributed with this work for
-additional information regarding copyright ownership. The ASF licenses this
-file to you under the Apache License, Version 2.0 (the "License"); you may not
-use this file except in compliance with the License. You may obtain a copy of
-the License at
-
- http://www.apache.org/licenses/LICENSE-2.0
-
-Unless required by applicable law or agreed to in writing, software
-distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
-WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
-License for the specific language governing permissions and limitations under
-the License.
diff --git a/QRCodeDetector/app/.gitignore b/QRCodeDetector/app/.gitignore
deleted file mode 100644
index 42afabf..0000000
--- a/QRCodeDetector/app/.gitignore
+++ /dev/null
@@ -1 +0,0 @@
-/build
\ No newline at end of file
diff --git a/QRCodeDetector/app/build.gradle b/QRCodeDetector/app/build.gradle
deleted file mode 100644
index 515c0b0..0000000
--- a/QRCodeDetector/app/build.gradle
+++ /dev/null
@@ -1,134 +0,0 @@
-apply plugin: 'com.android.application'
-apply plugin: 'kotlin-android'
-apply plugin: 'kotlin-android-extensions'
-
-android {
- compileSdkVersion 30
-
- defaultConfig {
- applicationId "com.google.mlkit.vision.demo"
- minSdkVersion 16
- multiDexEnabled true
- targetSdkVersion 30
-
- versionCode 11
- versionName "1.11"
- testInstrumentationRunner "androidx.test.runner.AndroidJUnitRunner"
- vectorDrawables.useSupportLibrary = true
- setProperty("archivesBaseName", "vision-quickstart")
- }
- buildTypes {
- proguard {
- debuggable false
- minifyEnabled true
- shrinkResources true
- proguardFiles getDefaultProguardFile('proguard-android.txt'), 'proguard-rules.pro', 'proguard.cfg'
- testProguardFiles getDefaultProguardFile('proguard-android.txt'), 'proguardTest-rules.pro', 'proguard.cfg'
- }
- testBuildType "proguard"
- release {
- minifyEnabled true
- proguardFiles getDefaultProguardFile('proguard-android.txt'), 'proguard-rules.pro'
- }
- debug {
- minifyEnabled false
- proguardFiles 'proguard-rules.pro'
- }
- }
-
- compileOptions {
- sourceCompatibility JavaVersion.VERSION_1_8
- targetCompatibility JavaVersion.VERSION_1_8
- }
-
- // Do NOT compress tflite model files (need to call out to developers!)
- aaptOptions {
- noCompress "tflite"
- }
-}
-
-repositories {
- // Depending on AndroidX Snapshot Builds to get the latest CameraX libs.
- maven { url 'https://androidx.dev/snapshots/builds/6787662/artifacts/repository/' }
-}
-
-dependencies {
- implementation 'org.jetbrains.kotlin:kotlin-stdlib-jdk7:1.3.72'
- implementation 'androidx.multidex:multidex:2.0.1'
- implementation 'com.google.android.material:material:1.2.0-alpha03'
- // Barcode model
- implementation 'com.google.mlkit:barcode-scanning:16.1.1'
- // Or comment the dependency above and uncomment the dependency below to
- // use unbundled model that depends on Google Play Services
- // implementation 'com.google.android.gms:play-services-mlkit-barcode-scanning:16.1.4'
-
- // Object detection feature with bundled default classifier
- implementation 'com.google.mlkit:object-detection:16.2.4'
-
- // Object detection feature with custom classifier support
- implementation 'com.google.mlkit:object-detection-custom:16.3.1'
-
- // Face features
- implementation 'com.google.mlkit:face-detection:16.0.7'
- // Or comment the dependency above and uncomment the dependency below to
- // use unbundled model that depends on Google Play Services
- // implementation 'com.google.android.gms:play-services-mlkit-face-detection:16.1.6'
-
- // Text features
- implementation 'com.google.android.gms:play-services-mlkit-text-recognition:16.1.3'
-
- // Image labeling
- implementation 'com.google.mlkit:image-labeling:17.0.3'
- // Or comment the dependency above and uncomment the dependency below to
- // use unbundled model that depends on Google Play Services
- // implementation 'com.google.android.gms:play-services-mlkit-image-labeling:16.0.3'
-
- // Image labeling custom
- implementation 'com.google.mlkit:image-labeling-custom:16.3.1'
-
- // Pose detection with default models
- implementation 'com.google.mlkit:pose-detection:17.0.1-beta3'
- // Pose detection with accurate models
- implementation 'com.google.mlkit:pose-detection-accurate:17.0.1-beta3'
-
- // Selfie segmentation
- implementation 'com.google.mlkit:segmentation-selfie:16.0.0-beta1'
-
- implementation 'com.google.mlkit:camera:16.0.0-beta1'
-
- // -------------------------------------------------------
-
- implementation 'com.google.code.gson:gson:2.8.5'
- implementation 'com.google.guava:guava:27.1-android'
-
- // For how to setup gradle dependencies in Android X, see:
- // https://developer.android.com/training/testing/set-up-project#gradle-dependencies
- // Core library
- androidTestImplementation 'androidx.test:core:1.3.0'
-
- // AndroidJUnitRunner and JUnit Rules
- androidTestImplementation 'androidx.test:runner:1.3.0'
- androidTestImplementation 'androidx.test:rules:1.3.0'
-
- // Assertions
- androidTestImplementation 'androidx.test.ext:junit:1.1.2'
-
- // ViewModel and LiveData
- implementation "androidx.lifecycle:lifecycle-livedata:2.2.0"
- implementation "androidx.lifecycle:lifecycle-viewmodel:2.2.0"
-
- implementation 'androidx.appcompat:appcompat:1.2.0'
- implementation 'androidx.annotation:annotation:1.1.0'
- implementation 'androidx.constraintlayout:constraintlayout:2.0.4'
-
- // CameraX
- implementation "androidx.camera:camera-camera2:1.0.0-SNAPSHOT"
- implementation "androidx.camera:camera-lifecycle:1.0.0-SNAPSHOT"
- implementation "androidx.camera:camera-view:1.0.0-SNAPSHOT"
-}
-
-configurations {
- // Resolves dependency conflict caused by some dependencies use
- // com.google.guava:guava and com.google.guava:listenablefuture together.
- all*.exclude group: 'com.google.guava', module: 'listenablefuture'
-}
diff --git a/QRCodeDetector/app/proguard-rules.pro b/QRCodeDetector/app/proguard-rules.pro
deleted file mode 100644
index 481bb43..0000000
--- a/QRCodeDetector/app/proguard-rules.pro
+++ /dev/null
@@ -1,21 +0,0 @@
-# Add project specific ProGuard rules here.
-# You can control the set of applied configuration files using the
-# proguardFiles setting in build.gradle.
-#
-# For more details, see
-# http://developer.android.com/guide/developing/tools/proguard.html
-
-# If your project uses WebView with JS, uncomment the following
-# and specify the fully qualified class name to the JavaScript interface
-# class:
-#-keepclassmembers class fqcn.of.javascript.interface.for.webview {
-# public *;
-#}
-
-# Uncomment this to preserve the line number information for
-# debugging stack traces.
-#-keepattributes SourceFile,LineNumberTable
-
-# If you keep the line number information, uncomment this to
-# hide the original source file name.
-#-renamesourcefileattribute SourceFile
\ No newline at end of file
diff --git a/QRCodeDetector/app/src/androidTest/java/com/example/helloworld/ExampleInstrumentedTest.kt b/QRCodeDetector/app/src/androidTest/java/com/example/helloworld/ExampleInstrumentedTest.kt
deleted file mode 100644
index 8070853..0000000
--- a/QRCodeDetector/app/src/androidTest/java/com/example/helloworld/ExampleInstrumentedTest.kt
+++ /dev/null
@@ -1,24 +0,0 @@
-package com.example.helloworld
-
-import androidx.test.platform.app.InstrumentationRegistry
-import androidx.test.ext.junit.runners.AndroidJUnit4
-
-import org.junit.Test
-import org.junit.runner.RunWith
-
-import org.junit.Assert.*
-
-/**
- * Instrumented test, which will execute on an Android device.
- *
- * See [testing documentation](http://d.android.com/tools/testing).
- */
-@RunWith(AndroidJUnit4::class)
-class ExampleInstrumentedTest {
- @Test
- fun useAppContext() {
- // Context of the app under test.
- val appContext = InstrumentationRegistry.getInstrumentation().targetContext
- assertEquals("com.example.helloworld", appContext.packageName)
- }
-}
\ No newline at end of file
diff --git a/QRCodeDetector/app/src/main/AndroidManifest.xml b/QRCodeDetector/app/src/main/AndroidManifest.xml
deleted file mode 100644
index 40caf8e..0000000
--- a/QRCodeDetector/app/src/main/AndroidManifest.xml
+++ /dev/null
@@ -1,86 +0,0 @@
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
-
diff --git a/QRCodeDetector/app/src/main/assets/automl/dict.txt b/QRCodeDetector/app/src/main/assets/automl/dict.txt
deleted file mode 100644
index 08f0b16..0000000
--- a/QRCodeDetector/app/src/main/assets/automl/dict.txt
+++ /dev/null
@@ -1,5 +0,0 @@
-daisy
-dandelion
-roses
-sunflowers
-tulips
diff --git a/QRCodeDetector/app/src/main/assets/automl/manifest.json b/QRCodeDetector/app/src/main/assets/automl/manifest.json
deleted file mode 100644
index 1176579..0000000
--- a/QRCodeDetector/app/src/main/assets/automl/manifest.json
+++ /dev/null
@@ -1,5 +0,0 @@
-{
- "modelType": "IMAGE_LABELING",
- "modelFile": "model.tflite",
- "labelsFile": "dict.txt"
-}
diff --git a/QRCodeDetector/app/src/main/assets/pose/fitness_pose_samples.csv b/QRCodeDetector/app/src/main/assets/pose/fitness_pose_samples.csv
deleted file mode 100644
index a368df0..0000000
--- a/QRCodeDetector/app/src/main/assets/pose/fitness_pose_samples.csv
+++ /dev/null
@@ -1,812 +0,0 @@
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diff --git a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/BitmapUtils.java b/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/BitmapUtils.java
deleted file mode 100644
index 4f85a08..0000000
--- a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/BitmapUtils.java
+++ /dev/null
@@ -1,286 +0,0 @@
-/*
- * Copyright 2020 Google LLC. All rights reserved.
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- * http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package com.google.mlkit.vision.demo;
-
-import android.annotation.TargetApi;
-import android.content.ContentResolver;
-import android.graphics.Bitmap;
-import android.graphics.BitmapFactory;
-import android.graphics.ImageFormat;
-import android.graphics.Matrix;
-import android.graphics.Rect;
-import android.graphics.YuvImage;
-import android.media.Image;
-import android.media.Image.Plane;
-import android.net.Uri;
-import android.os.Build.VERSION_CODES;
-import android.provider.MediaStore;
-import androidx.annotation.Nullable;
-import androidx.annotation.RequiresApi;
-import android.util.Log;
-import androidx.camera.core.ExperimentalGetImage;
-import androidx.camera.core.ImageProxy;
-import androidx.exifinterface.media.ExifInterface;
-import java.io.ByteArrayOutputStream;
-import java.io.IOException;
-import java.io.InputStream;
-import java.nio.ByteBuffer;
-
-/** Utils functions for bitmap conversions. */
-public class BitmapUtils {
- private static final String TAG = "BitmapUtils";
-
- /** Converts NV21 format byte buffer to bitmap. */
- @Nullable
- public static Bitmap getBitmap(ByteBuffer data, FrameMetadata metadata) {
- data.rewind();
- byte[] imageInBuffer = new byte[data.limit()];
- data.get(imageInBuffer, 0, imageInBuffer.length);
- try {
- YuvImage image =
- new YuvImage(
- imageInBuffer, ImageFormat.NV21, metadata.getWidth(), metadata.getHeight(), null);
- ByteArrayOutputStream stream = new ByteArrayOutputStream();
- image.compressToJpeg(new Rect(0, 0, metadata.getWidth(), metadata.getHeight()), 80, stream);
-
- Bitmap bmp = BitmapFactory.decodeByteArray(stream.toByteArray(), 0, stream.size());
-
- stream.close();
- return rotateBitmap(bmp, metadata.getRotation(), false, false);
- } catch (Exception e) {
- Log.e("VisionProcessorBase", "Error: " + e.getMessage());
- }
- return null;
- }
-
- /** Converts a YUV_420_888 image from CameraX API to a bitmap. */
- @RequiresApi(VERSION_CODES.KITKAT)
- @Nullable
- @ExperimentalGetImage
- public static Bitmap getBitmap(ImageProxy image) {
- FrameMetadata frameMetadata =
- new FrameMetadata.Builder()
- .setWidth(image.getWidth())
- .setHeight(image.getHeight())
- .setRotation(image.getImageInfo().getRotationDegrees())
- .build();
-
- ByteBuffer nv21Buffer =
- yuv420ThreePlanesToNV21(image.getImage().getPlanes(), image.getWidth(), image.getHeight());
- return getBitmap(nv21Buffer, frameMetadata);
- }
-
- /** Rotates a bitmap if it is converted from a bytebuffer. */
- private static Bitmap rotateBitmap(
- Bitmap bitmap, int rotationDegrees, boolean flipX, boolean flipY) {
- Matrix matrix = new Matrix();
-
- // Rotate the image back to straight.
- matrix.postRotate(rotationDegrees);
-
- // Mirror the image along the X or Y axis.
- matrix.postScale(flipX ? -1.0f : 1.0f, flipY ? -1.0f : 1.0f);
- Bitmap rotatedBitmap =
- Bitmap.createBitmap(bitmap, 0, 0, bitmap.getWidth(), bitmap.getHeight(), matrix, true);
-
- // Recycle the old bitmap if it has changed.
- if (rotatedBitmap != bitmap) {
- bitmap.recycle();
- }
- return rotatedBitmap;
- }
-
- @Nullable
- public static Bitmap getBitmapFromContentUri(ContentResolver contentResolver, Uri imageUri)
- throws IOException {
- Bitmap decodedBitmap = MediaStore.Images.Media.getBitmap(contentResolver, imageUri);
- if (decodedBitmap == null) {
- return null;
- }
- int orientation = getExifOrientationTag(contentResolver, imageUri);
-
- int rotationDegrees = 0;
- boolean flipX = false;
- boolean flipY = false;
- // See e.g. https://magnushoff.com/articles/jpeg-orientation/ for a detailed explanation on each
- // orientation.
- switch (orientation) {
- case ExifInterface.ORIENTATION_FLIP_HORIZONTAL:
- flipX = true;
- break;
- case ExifInterface.ORIENTATION_ROTATE_90:
- rotationDegrees = 90;
- break;
- case ExifInterface.ORIENTATION_TRANSPOSE:
- rotationDegrees = 90;
- flipX = true;
- break;
- case ExifInterface.ORIENTATION_ROTATE_180:
- rotationDegrees = 180;
- break;
- case ExifInterface.ORIENTATION_FLIP_VERTICAL:
- flipY = true;
- break;
- case ExifInterface.ORIENTATION_ROTATE_270:
- rotationDegrees = -90;
- break;
- case ExifInterface.ORIENTATION_TRANSVERSE:
- rotationDegrees = -90;
- flipX = true;
- break;
- case ExifInterface.ORIENTATION_UNDEFINED:
- case ExifInterface.ORIENTATION_NORMAL:
- default:
- // No transformations necessary in this case.
- }
-
- return rotateBitmap(decodedBitmap, rotationDegrees, flipX, flipY);
- }
-
- private static int getExifOrientationTag(ContentResolver resolver, Uri imageUri) {
- // We only support parsing EXIF orientation tag from local file on the device.
- // See also:
- // https://android-developers.googleblog.com/2016/12/introducing-the-exifinterface-support-library.html
- if (!ContentResolver.SCHEME_CONTENT.equals(imageUri.getScheme())
- && !ContentResolver.SCHEME_FILE.equals(imageUri.getScheme())) {
- return 0;
- }
-
- ExifInterface exif;
- try (InputStream inputStream = resolver.openInputStream(imageUri)) {
- if (inputStream == null) {
- return 0;
- }
-
- exif = new ExifInterface(inputStream);
- } catch (IOException e) {
- Log.e(TAG, "failed to open file to read rotation meta data: " + imageUri, e);
- return 0;
- }
-
- return exif.getAttributeInt(ExifInterface.TAG_ORIENTATION, ExifInterface.ORIENTATION_NORMAL);
- }
-
- /**
- * Converts YUV_420_888 to NV21 bytebuffer.
- *
- *
The NV21 format consists of a single byte array containing the Y, U and V values. For an
- * image of size S, the first S positions of the array contain all the Y values. The remaining
- * positions contain interleaved V and U values. U and V are subsampled by a factor of 2 in both
- * dimensions, so there are S/4 U values and S/4 V values. In summary, the NV21 array will contain
- * S Y values followed by S/4 VU values: YYYYYYYYYYYYYY(...)YVUVUVUVU(...)VU
- *
- *
YUV_420_888 is a generic format that can describe any YUV image where U and V are subsampled
- * by a factor of 2 in both dimensions. {@link Image#getPlanes} returns an array with the Y, U and
- * V planes. The Y plane is guaranteed not to be interleaved, so we can just copy its values into
- * the first part of the NV21 array. The U and V planes may already have the representation in the
- * NV21 format. This happens if the planes share the same buffer, the V buffer is one position
- * before the U buffer and the planes have a pixelStride of 2. If this is case, we can just copy
- * them to the NV21 array.
- */
- @RequiresApi(VERSION_CODES.KITKAT)
- private static ByteBuffer yuv420ThreePlanesToNV21(
- Plane[] yuv420888planes, int width, int height) {
- int imageSize = width * height;
- byte[] out = new byte[imageSize + 2 * (imageSize / 4)];
-
- if (areUVPlanesNV21(yuv420888planes, width, height)) {
- // Copy the Y values.
- yuv420888planes[0].getBuffer().get(out, 0, imageSize);
-
- ByteBuffer uBuffer = yuv420888planes[1].getBuffer();
- ByteBuffer vBuffer = yuv420888planes[2].getBuffer();
- // Get the first V value from the V buffer, since the U buffer does not contain it.
- vBuffer.get(out, imageSize, 1);
- // Copy the first U value and the remaining VU values from the U buffer.
- uBuffer.get(out, imageSize + 1, 2 * imageSize / 4 - 1);
- } else {
- // Fallback to copying the UV values one by one, which is slower but also works.
- // Unpack Y.
- unpackPlane(yuv420888planes[0], width, height, out, 0, 1);
- // Unpack U.
- unpackPlane(yuv420888planes[1], width, height, out, imageSize + 1, 2);
- // Unpack V.
- unpackPlane(yuv420888planes[2], width, height, out, imageSize, 2);
- }
-
- return ByteBuffer.wrap(out);
- }
-
- /** Checks if the UV plane buffers of a YUV_420_888 image are in the NV21 format. */
- @RequiresApi(VERSION_CODES.KITKAT)
- private static boolean areUVPlanesNV21(Plane[] planes, int width, int height) {
- int imageSize = width * height;
-
- ByteBuffer uBuffer = planes[1].getBuffer();
- ByteBuffer vBuffer = planes[2].getBuffer();
-
- // Backup buffer properties.
- int vBufferPosition = vBuffer.position();
- int uBufferLimit = uBuffer.limit();
-
- // Advance the V buffer by 1 byte, since the U buffer will not contain the first V value.
- vBuffer.position(vBufferPosition + 1);
- // Chop off the last byte of the U buffer, since the V buffer will not contain the last U value.
- uBuffer.limit(uBufferLimit - 1);
-
- // Check that the buffers are equal and have the expected number of elements.
- boolean areNV21 =
- (vBuffer.remaining() == (2 * imageSize / 4 - 2)) && (vBuffer.compareTo(uBuffer) == 0);
-
- // Restore buffers to their initial state.
- vBuffer.position(vBufferPosition);
- uBuffer.limit(uBufferLimit);
-
- return areNV21;
- }
-
- /**
- * Unpack an image plane into a byte array.
- *
- *
The input plane data will be copied in 'out', starting at 'offset' and every pixel will be
- * spaced by 'pixelStride'. Note that there is no row padding on the output.
- */
- @TargetApi(VERSION_CODES.KITKAT)
- private static void unpackPlane(
- Plane plane, int width, int height, byte[] out, int offset, int pixelStride) {
- ByteBuffer buffer = plane.getBuffer();
- buffer.rewind();
-
- // Compute the size of the current plane.
- // We assume that it has the aspect ratio as the original image.
- int numRow = (buffer.limit() + plane.getRowStride() - 1) / plane.getRowStride();
- if (numRow == 0) {
- return;
- }
- int scaleFactor = height / numRow;
- int numCol = width / scaleFactor;
-
- // Extract the data in the output buffer.
- int outputPos = offset;
- int rowStart = 0;
- for (int row = 0; row < numRow; row++) {
- int inputPos = rowStart;
- for (int col = 0; col < numCol; col++) {
- out[outputPos] = buffer.get(inputPos);
- outputPos += pixelStride;
- inputPos += plane.getPixelStride();
- }
- rowStart += plane.getRowStride();
- }
- }
-}
diff --git a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/CameraImageGraphic.java b/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/CameraImageGraphic.java
deleted file mode 100644
index 8581c9b..0000000
--- a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/CameraImageGraphic.java
+++ /dev/null
@@ -1,37 +0,0 @@
-/*
- * Copyright 2020 Google LLC. All rights reserved.
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- * http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package com.google.mlkit.vision.demo;
-
-import android.graphics.Bitmap;
-import android.graphics.Canvas;
-import com.google.mlkit.vision.demo.GraphicOverlay.Graphic;
-
-/** Draw camera image to background. */
-public class CameraImageGraphic extends Graphic {
-
- private final Bitmap bitmap;
-
- public CameraImageGraphic(GraphicOverlay overlay, Bitmap bitmap) {
- super(overlay);
- this.bitmap = bitmap;
- }
-
- @Override
- public void draw(Canvas canvas) {
- canvas.drawBitmap(bitmap, getTransformationMatrix(), null);
- }
-}
diff --git a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/CameraSource.java b/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/CameraSource.java
deleted file mode 100644
index a869db8..0000000
--- a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/CameraSource.java
+++ /dev/null
@@ -1,706 +0,0 @@
-/*
- * Copyright 2020 Google LLC. All rights reserved.
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- * http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package com.google.mlkit.vision.demo;
-
-import android.Manifest;
-import android.annotation.SuppressLint;
-import android.app.Activity;
-import android.content.Context;
-import android.graphics.ImageFormat;
-import android.graphics.SurfaceTexture;
-import android.hardware.Camera;
-import android.hardware.Camera.CameraInfo;
-import androidx.annotation.Nullable;
-import androidx.annotation.RequiresPermission;
-import android.util.Log;
-import android.view.Surface;
-import android.view.SurfaceHolder;
-import android.view.WindowManager;
-import com.google.android.gms.common.images.Size;
-import com.google.mlkit.vision.demo.preference.PreferenceUtils;
-import java.io.IOException;
-import java.nio.ByteBuffer;
-import java.util.ArrayList;
-import java.util.IdentityHashMap;
-import java.util.List;
-
-/**
- * Manages the camera and allows UI updates on top of it (e.g. overlaying extra Graphics or
- * displaying extra information). This receives preview frames from the camera at a specified rate,
- * sending those frames to child classes' detectors / classifiers as fast as it is able to process.
- */
-public class CameraSource {
- @SuppressLint("InlinedApi")
- public static final int CAMERA_FACING_BACK = CameraInfo.CAMERA_FACING_BACK;
-
- @SuppressLint("InlinedApi")
- public static final int CAMERA_FACING_FRONT = CameraInfo.CAMERA_FACING_FRONT;
-
- public static final int IMAGE_FORMAT = ImageFormat.NV21;
- public static final int DEFAULT_REQUESTED_CAMERA_PREVIEW_WIDTH = 480;
- public static final int DEFAULT_REQUESTED_CAMERA_PREVIEW_HEIGHT = 360;
-
- private static final String TAG = "MIDemoApp:CameraSource";
-
- /**
- * The dummy surface texture must be assigned a chosen name. Since we never use an OpenGL context,
- * we can choose any ID we want here. The dummy surface texture is not a crazy hack - it is
- * actually how the camera team recommends using the camera without a preview.
- */
- private static final int DUMMY_TEXTURE_NAME = 100;
-
- /**
- * If the absolute difference between a preview size aspect ratio and a picture size aspect ratio
- * is less than this tolerance, they are considered to be the same aspect ratio.
- */
- private static final float ASPECT_RATIO_TOLERANCE = 0.01f;
-
- protected Activity activity;
-
- private Camera camera;
-
- private int facing = CAMERA_FACING_BACK;
-
- /** Rotation of the device, and thus the associated preview images captured from the device. */
- private int rotationDegrees;
-
- private Size previewSize;
-
- private static final float REQUESTED_FPS = 30.0f;
- private static final boolean REQUESTED_AUTO_FOCUS = true;
-
- // This instance needs to be held onto to avoid GC of its underlying resources. Even though it
- // isn't used outside of the method that creates it, it still must have hard references maintained
- // to it.
- private SurfaceTexture dummySurfaceTexture;
-
- private final GraphicOverlay graphicOverlay;
-
- /**
- * Dedicated thread and associated runnable for calling into the detector with frames, as the
- * frames become available from the camera.
- */
- private Thread processingThread;
-
- private final FrameProcessingRunnable processingRunnable;
- private final Object processorLock = new Object();
-
- private VisionImageProcessor frameProcessor;
-
- /**
- * Map to convert between a byte array, received from the camera, and its associated byte buffer.
- * We use byte buffers internally because this is a more efficient way to call into native code
- * later (avoids a potential copy).
- *
- *
Note: uses IdentityHashMap here instead of HashMap because the behavior of an array's
- * equals, hashCode and toString methods is both useless and unexpected. IdentityHashMap enforces
- * identity ('==') check on the keys.
- */
- private final IdentityHashMap bytesToByteBuffer = new IdentityHashMap<>();
-
- public CameraSource(Activity activity, GraphicOverlay overlay) {
- this.activity = activity;
- graphicOverlay = overlay;
- graphicOverlay.clear();
- processingRunnable = new FrameProcessingRunnable();
- }
-
- // ==============================================================================================
- // Public
- // ==============================================================================================
-
- /** Stops the camera and releases the resources of the camera and underlying detector. */
- public void release() {
- synchronized (processorLock) {
- stop();
- cleanScreen();
-
- if (frameProcessor != null) {
- frameProcessor.stop();
- }
- }
- }
-
- /**
- * Opens the camera and starts sending preview frames to the underlying detector. The preview
- * frames are not displayed.
- *
- * @throws IOException if the camera's preview texture or display could not be initialized
- */
- @RequiresPermission(Manifest.permission.CAMERA)
- public synchronized CameraSource start() throws IOException {
- if (camera != null) {
- return this;
- }
-
- camera = createCamera();
- dummySurfaceTexture = new SurfaceTexture(DUMMY_TEXTURE_NAME);
- camera.setPreviewTexture(dummySurfaceTexture);
- camera.startPreview();
-
- processingThread = new Thread(processingRunnable);
- processingRunnable.setActive(true);
- processingThread.start();
- return this;
- }
-
- /**
- * Opens the camera and starts sending preview frames to the underlying detector. The supplied
- * surface holder is used for the preview so frames can be displayed to the user.
- *
- * @param surfaceHolder the surface holder to use for the preview frames
- * @throws IOException if the supplied surface holder could not be used as the preview display
- */
- @RequiresPermission(Manifest.permission.CAMERA)
- public synchronized CameraSource start(SurfaceHolder surfaceHolder) throws IOException {
- if (camera != null) {
- return this;
- }
-
- camera = createCamera();
- camera.setPreviewDisplay(surfaceHolder);
- camera.startPreview();
-
- processingThread = new Thread(processingRunnable);
- processingRunnable.setActive(true);
- processingThread.start();
- return this;
- }
-
- /**
- * Closes the camera and stops sending frames to the underlying frame detector.
- *
- *
This camera source may be restarted again by calling {@link #start()} or {@link
- * #start(SurfaceHolder)}.
- *
- *
Call {@link #release()} instead to completely shut down this camera source and release the
- * resources of the underlying detector.
- */
- public synchronized void stop() {
- processingRunnable.setActive(false);
- if (processingThread != null) {
- try {
- // Wait for the thread to complete to ensure that we can't have multiple threads
- // executing at the same time (i.e., which would happen if we called start too
- // quickly after stop).
- processingThread.join();
- } catch (InterruptedException e) {
- Log.d(TAG, "Frame processing thread interrupted on release.");
- }
- processingThread = null;
- }
-
- if (camera != null) {
- camera.stopPreview();
- camera.setPreviewCallbackWithBuffer(null);
- try {
- camera.setPreviewTexture(null);
- dummySurfaceTexture = null;
- camera.setPreviewDisplay(null);
- } catch (Exception e) {
- Log.e(TAG, "Failed to clear camera preview: " + e);
- }
- camera.release();
- camera = null;
- }
-
- // Release the reference to any image buffers, since these will no longer be in use.
- bytesToByteBuffer.clear();
- }
-
- /** Changes the facing of the camera. */
- public synchronized void setFacing(int facing) {
- if ((facing != CAMERA_FACING_BACK) && (facing != CAMERA_FACING_FRONT)) {
- throw new IllegalArgumentException("Invalid camera: " + facing);
- }
- this.facing = facing;
- }
-
- /** Returns the preview size that is currently in use by the underlying camera. */
- public Size getPreviewSize() {
- return previewSize;
- }
-
- /**
- * Returns the selected camera; one of {@link #CAMERA_FACING_BACK} or {@link
- * #CAMERA_FACING_FRONT}.
- */
- public int getCameraFacing() {
- return facing;
- }
-
- /**
- * Opens the camera and applies the user settings.
- *
- * @throws IOException if camera cannot be found or preview cannot be processed
- */
- @SuppressLint("InlinedApi")
- private Camera createCamera() throws IOException {
- int requestedCameraId = getIdForRequestedCamera(facing);
- if (requestedCameraId == -1) {
- throw new IOException("Could not find requested camera.");
- }
- Camera camera = Camera.open(requestedCameraId);
-
- SizePair sizePair = PreferenceUtils.getCameraPreviewSizePair(activity, requestedCameraId);
- if (sizePair == null) {
- sizePair =
- selectSizePair(
- camera,
- DEFAULT_REQUESTED_CAMERA_PREVIEW_WIDTH,
- DEFAULT_REQUESTED_CAMERA_PREVIEW_HEIGHT);
- }
-
- if (sizePair == null) {
- throw new IOException("Could not find suitable preview size.");
- }
-
- previewSize = sizePair.preview;
- Log.v(TAG, "Camera preview size: " + previewSize);
-
- int[] previewFpsRange = selectPreviewFpsRange(camera, REQUESTED_FPS);
- if (previewFpsRange == null) {
- throw new IOException("Could not find suitable preview frames per second range.");
- }
-
- Camera.Parameters parameters = camera.getParameters();
-
- Size pictureSize = sizePair.picture;
- if (pictureSize != null) {
- Log.v(TAG, "Camera picture size: " + pictureSize);
- parameters.setPictureSize(pictureSize.getWidth(), pictureSize.getHeight());
- }
- parameters.setPreviewSize(previewSize.getWidth(), previewSize.getHeight());
- parameters.setPreviewFpsRange(
- previewFpsRange[Camera.Parameters.PREVIEW_FPS_MIN_INDEX],
- previewFpsRange[Camera.Parameters.PREVIEW_FPS_MAX_INDEX]);
- // Use YV12 so that we can exercise YV12->NV21 auto-conversion logic for OCR detection
- parameters.setPreviewFormat(IMAGE_FORMAT);
-
- setRotation(camera, parameters, requestedCameraId);
-
- if (REQUESTED_AUTO_FOCUS) {
- if (parameters
- .getSupportedFocusModes()
- .contains(Camera.Parameters.FOCUS_MODE_CONTINUOUS_VIDEO)) {
- parameters.setFocusMode(Camera.Parameters.FOCUS_MODE_CONTINUOUS_VIDEO);
- } else {
- Log.i(TAG, "Camera auto focus is not supported on this device.");
- }
- }
-
- camera.setParameters(parameters);
-
- // Four frame buffers are needed for working with the camera:
- //
- // one for the frame that is currently being executed upon in doing detection
- // one for the next pending frame to process immediately upon completing detection
- // two for the frames that the camera uses to populate future preview images
- //
- // Through trial and error it appears that two free buffers, in addition to the two buffers
- // used in this code, are needed for the camera to work properly. Perhaps the camera has
- // one thread for acquiring images, and another thread for calling into user code. If only
- // three buffers are used, then the camera will spew thousands of warning messages when
- // detection takes a non-trivial amount of time.
- camera.setPreviewCallbackWithBuffer(new CameraPreviewCallback());
- camera.addCallbackBuffer(createPreviewBuffer(previewSize));
- camera.addCallbackBuffer(createPreviewBuffer(previewSize));
- camera.addCallbackBuffer(createPreviewBuffer(previewSize));
- camera.addCallbackBuffer(createPreviewBuffer(previewSize));
-
- return camera;
- }
-
- /**
- * Gets the id for the camera specified by the direction it is facing. Returns -1 if no such
- * camera was found.
- *
- * @param facing the desired camera (front-facing or rear-facing)
- */
- private static int getIdForRequestedCamera(int facing) {
- CameraInfo cameraInfo = new CameraInfo();
- for (int i = 0; i < Camera.getNumberOfCameras(); ++i) {
- Camera.getCameraInfo(i, cameraInfo);
- if (cameraInfo.facing == facing) {
- return i;
- }
- }
- return -1;
- }
-
- /**
- * Selects the most suitable preview and picture size, given the desired width and height.
- *
- *
Even though we only need to find the preview size, it's necessary to find both the preview
- * size and the picture size of the camera together, because these need to have the same aspect
- * ratio. On some hardware, if you would only set the preview size, you will get a distorted
- * image.
- *
- * @param camera the camera to select a preview size from
- * @param desiredWidth the desired width of the camera preview frames
- * @param desiredHeight the desired height of the camera preview frames
- * @return the selected preview and picture size pair
- */
- public static SizePair selectSizePair(Camera camera, int desiredWidth, int desiredHeight) {
- List validPreviewSizes = generateValidPreviewSizeList(camera);
-
- // The method for selecting the best size is to minimize the sum of the differences between
- // the desired values and the actual values for width and height. This is certainly not the
- // only way to select the best size, but it provides a decent tradeoff between using the
- // closest aspect ratio vs. using the closest pixel area.
- SizePair selectedPair = null;
- int minDiff = Integer.MAX_VALUE;
- for (SizePair sizePair : validPreviewSizes) {
- Size size = sizePair.preview;
- int diff =
- Math.abs(size.getWidth() - desiredWidth) + Math.abs(size.getHeight() - desiredHeight);
- if (diff < minDiff) {
- selectedPair = sizePair;
- minDiff = diff;
- }
- }
-
- return selectedPair;
- }
-
- /**
- * Stores a preview size and a corresponding same-aspect-ratio picture size. To avoid distorted
- * preview images on some devices, the picture size must be set to a size that is the same aspect
- * ratio as the preview size or the preview may end up being distorted. If the picture size is
- * null, then there is no picture size with the same aspect ratio as the preview size.
- */
- public static class SizePair {
- public final Size preview;
- @Nullable public final Size picture;
-
- SizePair(Camera.Size previewSize, @Nullable Camera.Size pictureSize) {
- preview = new Size(previewSize.width, previewSize.height);
- picture = pictureSize != null ? new Size(pictureSize.width, pictureSize.height) : null;
- }
-
- public SizePair(Size previewSize, @Nullable Size pictureSize) {
- preview = previewSize;
- picture = pictureSize;
- }
- }
-
- /**
- * Generates a list of acceptable preview sizes. Preview sizes are not acceptable if there is not
- * a corresponding picture size of the same aspect ratio. If there is a corresponding picture size
- * of the same aspect ratio, the picture size is paired up with the preview size.
- *
- *
This is necessary because even if we don't use still pictures, the still picture size must
- * be set to a size that is the same aspect ratio as the preview size we choose. Otherwise, the
- * preview images may be distorted on some devices.
- */
- public static List generateValidPreviewSizeList(Camera camera) {
- Camera.Parameters parameters = camera.getParameters();
- List supportedPreviewSizes = parameters.getSupportedPreviewSizes();
- List supportedPictureSizes = parameters.getSupportedPictureSizes();
- List validPreviewSizes = new ArrayList<>();
- for (Camera.Size previewSize : supportedPreviewSizes) {
- float previewAspectRatio = (float) previewSize.width / (float) previewSize.height;
-
- // By looping through the picture sizes in order, we favor the higher resolutions.
- // We choose the highest resolution in order to support taking the full resolution
- // picture later.
- for (Camera.Size pictureSize : supportedPictureSizes) {
- float pictureAspectRatio = (float) pictureSize.width / (float) pictureSize.height;
- if (Math.abs(previewAspectRatio - pictureAspectRatio) < ASPECT_RATIO_TOLERANCE) {
- validPreviewSizes.add(new SizePair(previewSize, pictureSize));
- break;
- }
- }
- }
-
- // If there are no picture sizes with the same aspect ratio as any preview sizes, allow all
- // of the preview sizes and hope that the camera can handle it. Probably unlikely, but we
- // still account for it.
- if (validPreviewSizes.size() == 0) {
- Log.w(TAG, "No preview sizes have a corresponding same-aspect-ratio picture size");
- for (Camera.Size previewSize : supportedPreviewSizes) {
- // The null picture size will let us know that we shouldn't set a picture size.
- validPreviewSizes.add(new SizePair(previewSize, null));
- }
- }
-
- return validPreviewSizes;
- }
-
- /**
- * Selects the most suitable preview frames per second range, given the desired frames per second.
- *
- * @param camera the camera to select a frames per second range from
- * @param desiredPreviewFps the desired frames per second for the camera preview frames
- * @return the selected preview frames per second range
- */
- @SuppressLint("InlinedApi")
- private static int[] selectPreviewFpsRange(Camera camera, float desiredPreviewFps) {
- // The camera API uses integers scaled by a factor of 1000 instead of floating-point frame
- // rates.
- int desiredPreviewFpsScaled = (int) (desiredPreviewFps * 1000.0f);
-
- // Selects a range with whose upper bound is as close as possible to the desired fps while its
- // lower bound is as small as possible to properly expose frames in low light conditions. Note
- // that this may select a range that the desired value is outside of. For example, if the
- // desired frame rate is 30.5, the range (30, 30) is probably more desirable than (30, 40).
- int[] selectedFpsRange = null;
- int minUpperBoundDiff = Integer.MAX_VALUE;
- int minLowerBound = Integer.MAX_VALUE;
- List previewFpsRangeList = camera.getParameters().getSupportedPreviewFpsRange();
- for (int[] range : previewFpsRangeList) {
- int upperBoundDiff =
- Math.abs(desiredPreviewFpsScaled - range[Camera.Parameters.PREVIEW_FPS_MAX_INDEX]);
- int lowerBound = range[Camera.Parameters.PREVIEW_FPS_MIN_INDEX];
- if (upperBoundDiff <= minUpperBoundDiff && lowerBound <= minLowerBound) {
- selectedFpsRange = range;
- minUpperBoundDiff = upperBoundDiff;
- minLowerBound = lowerBound;
- }
- }
- return selectedFpsRange;
- }
-
- /**
- * Calculates the correct rotation for the given camera id and sets the rotation in the
- * parameters. It also sets the camera's display orientation and rotation.
- *
- * @param parameters the camera parameters for which to set the rotation
- * @param cameraId the camera id to set rotation based on
- */
- private void setRotation(Camera camera, Camera.Parameters parameters, int cameraId) {
- WindowManager windowManager = (WindowManager) activity.getSystemService(Context.WINDOW_SERVICE);
- int degrees = 0;
- int rotation = windowManager.getDefaultDisplay().getRotation();
- switch (rotation) {
- case Surface.ROTATION_0:
- degrees = 0;
- break;
- case Surface.ROTATION_90:
- degrees = 90;
- break;
- case Surface.ROTATION_180:
- degrees = 180;
- break;
- case Surface.ROTATION_270:
- degrees = 270;
- break;
- default:
- Log.e(TAG, "Bad rotation value: " + rotation);
- }
-
- CameraInfo cameraInfo = new CameraInfo();
- Camera.getCameraInfo(cameraId, cameraInfo);
-
- int displayAngle;
- if (cameraInfo.facing == CameraInfo.CAMERA_FACING_FRONT) {
- this.rotationDegrees = (cameraInfo.orientation + degrees) % 360;
- displayAngle = (360 - this.rotationDegrees) % 360; // compensate for it being mirrored
- } else { // back-facing
- this.rotationDegrees = (cameraInfo.orientation - degrees + 360) % 360;
- displayAngle = this.rotationDegrees;
- }
- Log.d(TAG, "Display rotation is: " + rotation);
- Log.d(TAG, "Camera face is: " + cameraInfo.facing);
- Log.d(TAG, "Camera rotation is: " + cameraInfo.orientation);
- // This value should be one of the degrees that ImageMetadata accepts: 0, 90, 180 or 270.
- Log.d(TAG, "RotationDegrees is: " + this.rotationDegrees);
-
- camera.setDisplayOrientation(displayAngle);
- parameters.setRotation(this.rotationDegrees);
- }
-
- /**
- * Creates one buffer for the camera preview callback. The size of the buffer is based off of the
- * camera preview size and the format of the camera image.
- *
- * @return a new preview buffer of the appropriate size for the current camera settings
- */
- @SuppressLint("InlinedApi")
- private byte[] createPreviewBuffer(Size previewSize) {
- int bitsPerPixel = ImageFormat.getBitsPerPixel(IMAGE_FORMAT);
- long sizeInBits = (long) previewSize.getHeight() * previewSize.getWidth() * bitsPerPixel;
- int bufferSize = (int) Math.ceil(sizeInBits / 8.0d) + 1;
-
- // Creating the byte array this way and wrapping it, as opposed to using .allocate(),
- // should guarantee that there will be an array to work with.
- byte[] byteArray = new byte[bufferSize];
- ByteBuffer buffer = ByteBuffer.wrap(byteArray);
- if (!buffer.hasArray() || (buffer.array() != byteArray)) {
- // I don't think that this will ever happen. But if it does, then we wouldn't be
- // passing the preview content to the underlying detector later.
- throw new IllegalStateException("Failed to create valid buffer for camera source.");
- }
-
- bytesToByteBuffer.put(byteArray, buffer);
- return byteArray;
- }
-
- // ==============================================================================================
- // Frame processing
- // ==============================================================================================
-
- /** Called when the camera has a new preview frame. */
- private class CameraPreviewCallback implements Camera.PreviewCallback {
- @Override
- public void onPreviewFrame(byte[] data, Camera camera) {
- processingRunnable.setNextFrame(data, camera);
- }
- }
-
- public void setMachineLearningFrameProcessor(VisionImageProcessor processor) {
- synchronized (processorLock) {
- cleanScreen();
- if (frameProcessor != null) {
- frameProcessor.stop();
- }
- frameProcessor = processor;
- }
- }
-
- /**
- * This runnable controls access to the underlying receiver, calling it to process frames when
- * available from the camera. This is designed to run detection on frames as fast as possible
- * (i.e., without unnecessary context switching or waiting on the next frame).
- *
- *
While detection is running on a frame, new frames may be received from the camera. As these
- * frames come in, the most recent frame is held onto as pending. As soon as detection and its
- * associated processing is done for the previous frame, detection on the mostly recently received
- * frame will immediately start on the same thread.
- */
- private class FrameProcessingRunnable implements Runnable {
-
- // This lock guards all of the member variables below.
- private final Object lock = new Object();
- private boolean active = true;
-
- // These pending variables hold the state associated with the new frame awaiting processing.
- private ByteBuffer pendingFrameData;
-
- FrameProcessingRunnable() {}
-
- /** Marks the runnable as active/not active. Signals any blocked threads to continue. */
- void setActive(boolean active) {
- synchronized (lock) {
- this.active = active;
- lock.notifyAll();
- }
- }
-
- /**
- * Sets the frame data received from the camera. This adds the previous unused frame buffer (if
- * present) back to the camera, and keeps a pending reference to the frame data for future use.
- */
- @SuppressWarnings("ByteBufferBackingArray")
- void setNextFrame(byte[] data, Camera camera) {
- synchronized (lock) {
- if (pendingFrameData != null) {
- camera.addCallbackBuffer(pendingFrameData.array());
- pendingFrameData = null;
- }
-
- if (!bytesToByteBuffer.containsKey(data)) {
- Log.d(
- TAG,
- "Skipping frame. Could not find ByteBuffer associated with the image "
- + "data from the camera.");
- return;
- }
-
- pendingFrameData = bytesToByteBuffer.get(data);
-
- // Notify the processor thread if it is waiting on the next frame (see below).
- lock.notifyAll();
- }
- }
-
- /**
- * As long as the processing thread is active, this executes detection on frames continuously.
- * The next pending frame is either immediately available or hasn't been received yet. Once it
- * is available, we transfer the frame info to local variables and run detection on that frame.
- * It immediately loops back for the next frame without pausing.
- *
- *
If detection takes longer than the time in between new frames from the camera, this will
- * mean that this loop will run without ever waiting on a frame, avoiding any context switching
- * or frame acquisition time latency.
- *
- *
If you find that this is using more CPU than you'd like, you should probably decrease the
- * FPS setting above to allow for some idle time in between frames.
- */
- @SuppressLint("InlinedApi")
- @SuppressWarnings({"GuardedBy", "ByteBufferBackingArray"})
- @Override
- public void run() {
- ByteBuffer data;
-
- while (true) {
- synchronized (lock) {
- while (active && (pendingFrameData == null)) {
- try {
- // Wait for the next frame to be received from the camera, since we
- // don't have it yet.
- lock.wait();
- } catch (InterruptedException e) {
- Log.d(TAG, "Frame processing loop terminated.", e);
- return;
- }
- }
-
- if (!active) {
- // Exit the loop once this camera source is stopped or released. We check
- // this here, immediately after the wait() above, to handle the case where
- // setActive(false) had been called, triggering the termination of this
- // loop.
- return;
- }
-
- // Hold onto the frame data locally, so that we can use this for detection
- // below. We need to clear pendingFrameData to ensure that this buffer isn't
- // recycled back to the camera before we are done using that data.
- data = pendingFrameData;
- pendingFrameData = null;
- }
-
- // The code below needs to run outside of synchronization, because this will allow
- // the camera to add pending frame(s) while we are running detection on the current
- // frame.
-
- try {
- synchronized (processorLock) {
- frameProcessor.processByteBuffer(
- data,
- new FrameMetadata.Builder()
- .setWidth(previewSize.getWidth())
- .setHeight(previewSize.getHeight())
- .setRotation(rotationDegrees)
- .build(),
- graphicOverlay);
- }
- } catch (Exception t) {
- Log.e(TAG, "Exception thrown from receiver.", t);
- } finally {
- camera.addCallbackBuffer(data.array());
- }
- }
- }
- }
-
- /** Cleans up graphicOverlay and child classes can do their cleanups as well . */
- private void cleanScreen() {
- graphicOverlay.clear();
- }
-}
diff --git a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/CameraSourcePreview.java b/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/CameraSourcePreview.java
deleted file mode 100644
index a74f2d6..0000000
--- a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/CameraSourcePreview.java
+++ /dev/null
@@ -1,176 +0,0 @@
-/*
- * Copyright 2020 Google LLC. All rights reserved.
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- * http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package com.google.mlkit.vision.demo;
-
-import android.content.Context;
-import android.content.res.Configuration;
-import android.util.AttributeSet;
-import android.util.Log;
-import android.view.SurfaceHolder;
-import android.view.SurfaceView;
-import android.view.ViewGroup;
-import com.google.android.gms.common.images.Size;
-import com.google.mlkit.vision.demo.preference.PreferenceUtils;
-import java.io.IOException;
-
-/** Preview the camera image in the screen. */
-public class CameraSourcePreview extends ViewGroup {
- private static final String TAG = "MIDemoApp:Preview";
-
- private final Context context;
- private final SurfaceView surfaceView;
- private boolean startRequested;
- private boolean surfaceAvailable;
- private CameraSource cameraSource;
-
- private GraphicOverlay overlay;
-
- public CameraSourcePreview(Context context, AttributeSet attrs) {
- super(context, attrs);
- this.context = context;
- startRequested = false;
- surfaceAvailable = false;
-
- surfaceView = new SurfaceView(context);
- surfaceView.getHolder().addCallback(new SurfaceCallback());
- addView(surfaceView);
- }
-
- private void start(CameraSource cameraSource) throws IOException {
- this.cameraSource = cameraSource;
-
- if (this.cameraSource != null) {
- startRequested = true;
- startIfReady();
- }
- }
-
- public void start(CameraSource cameraSource, GraphicOverlay overlay) throws IOException {
- this.overlay = overlay;
- start(cameraSource);
- }
-
- public void stop() {
- if (cameraSource != null) {
- cameraSource.stop();
- }
- }
-
- public void release() {
- if (cameraSource != null) {
- cameraSource.release();
- cameraSource = null;
- }
- surfaceView.getHolder().getSurface().release();
- }
-
- private void startIfReady() throws IOException, SecurityException {
- if (startRequested && surfaceAvailable) {
- if (PreferenceUtils.isCameraLiveViewportEnabled(context)) {
- cameraSource.start(surfaceView.getHolder());
- } else {
- cameraSource.start();
- }
- requestLayout();
-
- if (overlay != null) {
- Size size = cameraSource.getPreviewSize();
- int min = Math.min(size.getWidth(), size.getHeight());
- int max = Math.max(size.getWidth(), size.getHeight());
- boolean isImageFlipped = cameraSource.getCameraFacing() == CameraSource.CAMERA_FACING_FRONT;
- if (isPortraitMode()) {
- // Swap width and height sizes when in portrait, since it will be rotated by 90 degrees.
- // The camera preview and the image being processed have the same size.
- overlay.setImageSourceInfo(min, max, isImageFlipped);
- } else {
- overlay.setImageSourceInfo(max, min, isImageFlipped);
- }
- overlay.clear();
- }
- startRequested = false;
- }
- }
-
- private class SurfaceCallback implements SurfaceHolder.Callback {
- @Override
- public void surfaceCreated(SurfaceHolder surface) {
- surfaceAvailable = true;
- try {
- startIfReady();
- } catch (IOException e) {
- Log.e(TAG, "Could not start camera source.", e);
- }
- }
-
- @Override
- public void surfaceDestroyed(SurfaceHolder surface) {
- surfaceAvailable = false;
- }
-
- @Override
- public void surfaceChanged(SurfaceHolder holder, int format, int width, int height) {}
- }
-
- @Override
- protected void onLayout(boolean changed, int left, int top, int right, int bottom) {
- int width = 320;
- int height = 240;
- if (cameraSource != null) {
- Size size = cameraSource.getPreviewSize();
- if (size != null) {
- width = size.getWidth();
- height = size.getHeight();
- }
- }
-
- // Swap width and height sizes when in portrait, since it will be rotated 90 degrees
- if (isPortraitMode()) {
- int tmp = width;
- width = height;
- height = tmp;
- }
-
- float previewAspectRatio = (float) width / height;
- int layoutWidth = right - left;
- int layoutHeight = bottom - top;
- float layoutAspectRatio = (float) layoutWidth / layoutHeight;
- if (previewAspectRatio > layoutAspectRatio) {
- // The preview input is wider than the layout area. Fit the layout height and crop
- // the preview input horizontally while keep the center.
- int horizontalOffset = (int) (previewAspectRatio * layoutHeight - layoutWidth) / 2;
- surfaceView.layout(-horizontalOffset, 0, layoutWidth + horizontalOffset, layoutHeight);
- } else {
- // The preview input is taller than the layout area. Fit the layout width and crop the preview
- // input vertically while keep the center.
- int verticalOffset = (int) (layoutWidth / previewAspectRatio - layoutHeight) / 2;
- surfaceView.layout(0, -verticalOffset, layoutWidth, layoutHeight + verticalOffset);
- }
- }
-
- private boolean isPortraitMode() {
- int orientation = context.getResources().getConfiguration().orientation;
- if (orientation == Configuration.ORIENTATION_LANDSCAPE) {
- return false;
- }
- if (orientation == Configuration.ORIENTATION_PORTRAIT) {
- return true;
- }
-
- Log.d(TAG, "isPortraitMode returning false by default");
- return false;
- }
-}
diff --git a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/CameraXViewModel.java b/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/CameraXViewModel.java
deleted file mode 100644
index c81fb96..0000000
--- a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/CameraXViewModel.java
+++ /dev/null
@@ -1,63 +0,0 @@
-/*
- * Copyright 2020 Google LLC. All rights reserved.
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- * http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package com.google.mlkit.vision.demo;
-
-import android.app.Application;
-import androidx.lifecycle.AndroidViewModel;
-import androidx.lifecycle.LiveData;
-import androidx.lifecycle.MutableLiveData;
-import androidx.annotation.NonNull;
-import android.util.Log;
-import androidx.camera.lifecycle.ProcessCameraProvider;
-import androidx.core.content.ContextCompat;
-import com.google.common.util.concurrent.ListenableFuture;
-import java.util.concurrent.ExecutionException;
-
-/** View model for interacting with CameraX. */
-public final class CameraXViewModel extends AndroidViewModel {
-
- private static final String TAG = "CameraXViewModel";
- private MutableLiveData cameraProviderLiveData;
-
- /**
- * Create an instance which interacts with the camera service via the given application context.
- */
- public CameraXViewModel(@NonNull Application application) {
- super(application);
- }
-
- public LiveData getProcessCameraProvider() {
- if (cameraProviderLiveData == null) {
- cameraProviderLiveData = new MutableLiveData<>();
-
- ListenableFuture cameraProviderFuture =
- ProcessCameraProvider.getInstance(getApplication());
- cameraProviderFuture.addListener(
- () -> {
- try {
- cameraProviderLiveData.setValue(cameraProviderFuture.get());
- } catch (ExecutionException | InterruptedException e) {
- // Handle any errors (including cancellation) here.
- Log.e(TAG, "Unhandled exception", e);
- }
- },
- ContextCompat.getMainExecutor(getApplication()));
- }
-
- return cameraProviderLiveData;
- }
-}
diff --git a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/EntryChoiceActivity.kt b/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/EntryChoiceActivity.kt
deleted file mode 100644
index d4222b5..0000000
--- a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/EntryChoiceActivity.kt
+++ /dev/null
@@ -1,40 +0,0 @@
-/*
- * Copyright 2020 Google LLC. All rights reserved.
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- * http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package com.google.mlkit.vision.demo
-
-import android.content.Intent
-import android.os.Bundle
-import androidx.appcompat.app.AppCompatActivity
-import android.widget.TextView
-
-
-class EntryChoiceActivity : AppCompatActivity() {
-
- override fun onCreate(savedInstanceState: Bundle?) {
- super.onCreate(savedInstanceState)
- setContentView(R.layout.activity_vision_entry_choice)
-
- findViewById(R.id.kotlin_entry_point).setOnClickListener {
- val intent =
- Intent(
- this@EntryChoiceActivity,
- com.google.mlkit.vision.demo.kotlin.ChooserActivity::class.java
- )
- startActivity(intent)
- }
- }
-}
diff --git a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/FrameMetadata.java b/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/FrameMetadata.java
deleted file mode 100644
index 83f87bc..0000000
--- a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/FrameMetadata.java
+++ /dev/null
@@ -1,70 +0,0 @@
-/*
- * Copyright 2020 Google LLC. All rights reserved.
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- * http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package com.google.mlkit.vision.demo;
-
-/** Describing a frame info. */
-public class FrameMetadata {
-
- private final int width;
- private final int height;
- private final int rotation;
-
- public int getWidth() {
- return width;
- }
-
- public int getHeight() {
- return height;
- }
-
- public int getRotation() {
- return rotation;
- }
-
- private FrameMetadata(int width, int height, int rotation) {
- this.width = width;
- this.height = height;
- this.rotation = rotation;
- }
-
- /** Builder of {@link FrameMetadata}. */
- public static class Builder {
-
- private int width;
- private int height;
- private int rotation;
-
- public Builder setWidth(int width) {
- this.width = width;
- return this;
- }
-
- public Builder setHeight(int height) {
- this.height = height;
- return this;
- }
-
- public Builder setRotation(int rotation) {
- this.rotation = rotation;
- return this;
- }
-
- public FrameMetadata build() {
- return new FrameMetadata(width, height, rotation);
- }
- }
-}
diff --git a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/GraphicOverlay.java b/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/GraphicOverlay.java
deleted file mode 100644
index fc8dda4..0000000
--- a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/GraphicOverlay.java
+++ /dev/null
@@ -1,239 +0,0 @@
-/*
- * Copyright 2020 Google LLC. All rights reserved.
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- * http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package com.google.mlkit.vision.demo;
-
-import android.content.Context;
-import android.graphics.Canvas;
-import android.graphics.Matrix;
-import android.util.AttributeSet;
-import android.view.View;
-import com.google.common.base.Preconditions;
-import java.util.ArrayList;
-import java.util.List;
-
-/**
- * A view which renders a series of custom graphics to be overlayed on top of an associated preview
- * (i.e., the camera preview). The creator can add graphics objects, update the objects, and remove
- * them, triggering the appropriate drawing and invalidation within the view.
- *
- *
Supports scaling and mirroring of the graphics relative the camera's preview properties. The
- * idea is that detection items are expressed in terms of an image size, but need to be scaled up
- * to the full view size, and also mirrored in the case of the front-facing camera.
- *
- *
Associated {@link Graphic} items should use the following methods to convert to view
- * coordinates for the graphics that are drawn:
- *
- *
- *
{@link Graphic#scale(float)} adjusts the size of the supplied value from the image scale
- * to the view scale.
- *
{@link Graphic#translateX(float)} and {@link Graphic#translateY(float)} adjust the
- * coordinate from the image's coordinate system to the view coordinate system.
- *
- */
-public class GraphicOverlay extends View {
- private final Object lock = new Object();
- private final List graphics = new ArrayList<>();
- // Matrix for transforming from image coordinates to overlay view coordinates.
- private final Matrix transformationMatrix = new Matrix();
-
- private int imageWidth;
- private int imageHeight;
- // The factor of overlay View size to image size. Anything in the image coordinates need to be
- // scaled by this amount to fit with the area of overlay View.
- private float scaleFactor = 1.0f;
- // The number of horizontal pixels needed to be cropped on each side to fit the image with the
- // area of overlay View after scaling.
- private float postScaleWidthOffset;
- // The number of vertical pixels needed to be cropped on each side to fit the image with the
- // area of overlay View after scaling.
- private float postScaleHeightOffset;
- private boolean isImageFlipped;
- private boolean needUpdateTransformation = true;
-
- /**
- * Base class for a custom graphics object to be rendered within the graphic overlay. Subclass
- * this and implement the {@link Graphic#draw(Canvas)} method to define the graphics element. Add
- * instances to the overlay using {@link GraphicOverlay#add(Graphic)}.
- */
- public abstract static class Graphic {
- private GraphicOverlay overlay;
-
- public Graphic(GraphicOverlay overlay) {
- this.overlay = overlay;
- }
-
- /**
- * Draw the graphic on the supplied canvas. Drawing should use the following methods to convert
- * to view coordinates for the graphics that are drawn:
- *
- *
- *
{@link Graphic#scale(float)} adjusts the size of the supplied value from the image
- * scale to the view scale.
- *
{@link Graphic#translateX(float)} and {@link Graphic#translateY(float)} adjust the
- * coordinate from the image's coordinate system to the view coordinate system.
- *
- *
- * @param canvas drawing canvas
- */
- public abstract void draw(Canvas canvas);
-
- /** Adjusts the supplied value from the image scale to the view scale. */
- public float scale(float imagePixel) {
- return imagePixel * overlay.scaleFactor;
- }
-
- /** Returns the application context of the app. */
- public Context getApplicationContext() {
- return overlay.getContext().getApplicationContext();
- }
-
- public boolean isImageFlipped() {
- return overlay.isImageFlipped;
- }
-
- /**
- * Adjusts the x coordinate from the image's coordinate system to the view coordinate system.
- */
- public float translateX(float x) {
- if (overlay.isImageFlipped) {
- return overlay.getWidth() - (scale(x) - overlay.postScaleWidthOffset);
- } else {
- return scale(x) - overlay.postScaleWidthOffset;
- }
- }
-
- /**
- * Adjusts the y coordinate from the image's coordinate system to the view coordinate system.
- */
- public float translateY(float y) {
- return scale(y) - overlay.postScaleHeightOffset;
- }
-
- /**
- * Returns a {@link Matrix} for transforming from image coordinates to overlay view coordinates.
- */
- public Matrix getTransformationMatrix() {
- return overlay.transformationMatrix;
- }
-
- public void postInvalidate() {
- overlay.postInvalidate();
- }
- }
-
- public GraphicOverlay(Context context, AttributeSet attrs) {
- super(context, attrs);
- addOnLayoutChangeListener(
- (view, left, top, right, bottom, oldLeft, oldTop, oldRight, oldBottom) ->
- needUpdateTransformation = true);
- }
-
- /** Removes all graphics from the overlay. */
- public void clear() {
- synchronized (lock) {
- graphics.clear();
- }
- postInvalidate();
- }
-
- /** Adds a graphic to the overlay. */
- public void add(Graphic graphic) {
- synchronized (lock) {
- graphics.add(graphic);
- }
- }
-
- /** Removes a graphic from the overlay. */
- public void remove(Graphic graphic) {
- synchronized (lock) {
- graphics.remove(graphic);
- }
- postInvalidate();
- }
-
- /**
- * Sets the source information of the image being processed by detectors, including size and
- * whether it is flipped, which informs how to transform image coordinates later.
- *
- * @param imageWidth the width of the image sent to ML Kit detectors
- * @param imageHeight the height of the image sent to ML Kit detectors
- * @param isFlipped whether the image is flipped. Should set it to true when the image is from the
- * front camera.
- */
- public void setImageSourceInfo(int imageWidth, int imageHeight, boolean isFlipped) {
- Preconditions.checkState(imageWidth > 0, "image width must be positive");
- Preconditions.checkState(imageHeight > 0, "image height must be positive");
- synchronized (lock) {
- this.imageWidth = imageWidth;
- this.imageHeight = imageHeight;
- this.isImageFlipped = isFlipped;
- needUpdateTransformation = true;
- }
- postInvalidate();
- }
-
- public int getImageWidth() {
- return imageWidth;
- }
-
- public int getImageHeight() {
- return imageHeight;
- }
-
- private void updateTransformationIfNeeded() {
- if (!needUpdateTransformation || imageWidth <= 0 || imageHeight <= 0) {
- return;
- }
- float viewAspectRatio = (float) getWidth() / getHeight();
- float imageAspectRatio = (float) imageWidth / imageHeight;
- postScaleWidthOffset = 0;
- postScaleHeightOffset = 0;
- if (viewAspectRatio > imageAspectRatio) {
- // The image needs to be vertically cropped to be displayed in this view.
- scaleFactor = (float) getWidth() / imageWidth;
- postScaleHeightOffset = ((float) getWidth() / imageAspectRatio - getHeight()) / 2;
- } else {
- // The image needs to be horizontally cropped to be displayed in this view.
- scaleFactor = (float) getHeight() / imageHeight;
- postScaleWidthOffset = ((float) getHeight() * imageAspectRatio - getWidth()) / 2;
- }
-
- transformationMatrix.reset();
- transformationMatrix.setScale(scaleFactor, scaleFactor);
- transformationMatrix.postTranslate(-postScaleWidthOffset, -postScaleHeightOffset);
-
- if (isImageFlipped) {
- transformationMatrix.postScale(-1f, 1f, getWidth() / 2f, getHeight() / 2f);
- }
-
- needUpdateTransformation = false;
- }
-
- /** Draws the overlay with its associated graphic objects. */
- @Override
- protected void onDraw(Canvas canvas) {
- super.onDraw(canvas);
-
- synchronized (lock) {
- updateTransformationIfNeeded();
-
- for (Graphic graphic : graphics) {
- graphic.draw(canvas);
- }
- }
- }
-}
diff --git a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/InferenceInfoGraphic.java b/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/InferenceInfoGraphic.java
deleted file mode 100644
index 4f1cace..0000000
--- a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/InferenceInfoGraphic.java
+++ /dev/null
@@ -1,89 +0,0 @@
-/*
- * Copyright 2020 Google LLC. All rights reserved.
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- * http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package com.google.mlkit.vision.demo;
-
-import android.graphics.Canvas;
-import android.graphics.Color;
-import android.graphics.Paint;
-import androidx.annotation.Nullable;
-
-/** Graphic instance for rendering inference info (latency, FPS, resolution) in an overlay view. */
-public class InferenceInfoGraphic extends GraphicOverlay.Graphic {
-
- private static final int TEXT_COLOR = Color.WHITE;
- private static final float TEXT_SIZE = 60.0f;
-
- private final Paint textPaint;
- private final GraphicOverlay overlay;
- private final long frameLatency;
- private final long detectorLatency;
-
- // Only valid when a stream of input images is being processed. Null for single image mode.
- @Nullable private final Integer framesPerSecond;
- private boolean showLatencyInfo = true;
-
- public InferenceInfoGraphic(
- GraphicOverlay overlay,
- long frameLatency,
- long detectorLatency,
- @Nullable Integer framesPerSecond) {
- super(overlay);
- this.overlay = overlay;
- this.frameLatency = frameLatency;
- this.detectorLatency = detectorLatency;
- this.framesPerSecond = framesPerSecond;
- textPaint = new Paint();
- textPaint.setColor(TEXT_COLOR);
- textPaint.setTextSize(TEXT_SIZE);
- textPaint.setShadowLayer(5.0f, 0f, 0f, Color.BLACK);
- postInvalidate();
- }
-
- /** Creates an {@link InferenceInfoGraphic} to only display image size. */
- public InferenceInfoGraphic(GraphicOverlay overlay) {
- this(overlay, 0, 0, null);
- showLatencyInfo = false;
- }
-
- @Override
- public synchronized void draw(Canvas canvas) {
- float x = TEXT_SIZE * 0.5f;
- float y = TEXT_SIZE * 1.5f;
-
- canvas.drawText(
- "InputImage size: " + overlay.getImageHeight() + "x" + overlay.getImageWidth(),
- x,
- y,
- textPaint);
-
- if (!showLatencyInfo) {
- return;
- }
- // Draw FPS (if valid) and inference latency
- if (framesPerSecond != null) {
- canvas.drawText(
- "FPS: " + framesPerSecond + ", Frame latency: " + frameLatency + " ms",
- x,
- y + TEXT_SIZE,
- textPaint);
- } else {
- canvas.drawText("Frame latency: " + frameLatency + " ms", x, y + TEXT_SIZE, textPaint);
- }
- canvas.drawText(
- "Detector latency: " + detectorLatency + " ms", x, y + TEXT_SIZE * 2, textPaint);
- }
-}
diff --git a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/ScopedExecutor.java b/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/ScopedExecutor.java
deleted file mode 100644
index 82a0ace..0000000
--- a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/ScopedExecutor.java
+++ /dev/null
@@ -1,61 +0,0 @@
-/*
- * Copyright 2020 Google LLC. All rights reserved.
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- * http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package com.google.mlkit.vision.demo;
-
-import androidx.annotation.NonNull;
-import java.util.concurrent.Executor;
-import java.util.concurrent.atomic.AtomicBoolean;
-
-/**
- * Wraps an existing executor to provide a {@link #shutdown} method that allows subsequent
- * cancellation of submitted runnables.
- */
-public class ScopedExecutor implements Executor {
-
- private final Executor executor;
- private final AtomicBoolean shutdown = new AtomicBoolean();
-
- public ScopedExecutor(@NonNull Executor executor) {
- this.executor = executor;
- }
-
- @Override
- public void execute(@NonNull Runnable command) {
- // Return early if this object has been shut down.
- if (shutdown.get()) {
- return;
- }
- executor.execute(
- () -> {
- // Check again in case it has been shut down in the mean time.
- if (shutdown.get()) {
- return;
- }
- command.run();
- });
- }
-
- /**
- * After this method is called, no runnables that have been submitted or are subsequently
- * submitted will start to execute, turning this executor into a no-op.
- *
- *
Runnables that have already started to execute will continue.
- */
- public void shutdown() {
- shutdown.set(true);
- }
-}
diff --git a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/VisionImageProcessor.java b/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/VisionImageProcessor.java
deleted file mode 100644
index ed04ed7..0000000
--- a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/VisionImageProcessor.java
+++ /dev/null
@@ -1,43 +0,0 @@
-/*
- * Copyright 2020 Google LLC. All rights reserved.
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- * http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package com.google.mlkit.vision.demo;
-
-import android.graphics.Bitmap;
-import android.os.Build.VERSION_CODES;
-import androidx.annotation.RequiresApi;
-import androidx.camera.core.ImageProxy;
-import com.google.mlkit.common.MlKitException;
-import java.nio.ByteBuffer;
-
-/** An interface to process the images with different vision detectors and custom image models. */
-public interface VisionImageProcessor {
-
- /** Processes a bitmap image. */
- void processBitmap(Bitmap bitmap, GraphicOverlay graphicOverlay);
-
- /** Processes ByteBuffer image data, e.g. used for Camera1 live preview case. */
- void processByteBuffer(
- ByteBuffer data, FrameMetadata frameMetadata, GraphicOverlay graphicOverlay)
- throws MlKitException;
-
- /** Processes ImageProxy image data, e.g. used for CameraX live preview case. */
- @RequiresApi(VERSION_CODES.KITKAT)
- void processImageProxy(ImageProxy image, GraphicOverlay graphicOverlay) throws MlKitException;
-
- /** Stops the underlying machine learning model and release resources. */
- void stop();
-}
diff --git a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/CameraXLivePreviewActivity.kt b/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/CameraXLivePreviewActivity.kt
deleted file mode 100644
index e68669e..0000000
--- a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/CameraXLivePreviewActivity.kt
+++ /dev/null
@@ -1,431 +0,0 @@
-/*
- * Copyright 2020 Google LLC. All rights reserved.
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- * http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package com.google.mlkit.vision.demo.kotlin
-
-import androidx.lifecycle.Observer
-import androidx.lifecycle.ViewModelProvider
-import android.content.Context
-import android.content.Intent
-import android.content.pm.PackageManager
-import android.os.Build.VERSION
-import android.os.Build.VERSION_CODES
-import android.os.Bundle
-import androidx.appcompat.app.AppCompatActivity
-import android.util.Log
-import android.view.View
-import android.widget.AdapterView
-import android.widget.AdapterView.OnItemSelectedListener
-import android.widget.ArrayAdapter
-import android.widget.CompoundButton
-import android.widget.ImageView
-import android.widget.Spinner
-import android.widget.Toast
-import android.widget.ToggleButton
-import androidx.annotation.RequiresApi
-import androidx.camera.core.CameraInfoUnavailableException
-import androidx.camera.core.CameraSelector
-import androidx.camera.core.ImageAnalysis
-import androidx.camera.core.ImageProxy
-import androidx.camera.core.Preview
-import androidx.camera.lifecycle.ProcessCameraProvider
-import androidx.camera.view.PreviewView
-import androidx.core.app.ActivityCompat
-import androidx.core.content.ContextCompat
-import com.google.android.gms.common.annotation.KeepName
-import com.google.mlkit.common.MlKitException
-import com.google.mlkit.vision.demo.CameraXViewModel
-import com.google.mlkit.vision.demo.GraphicOverlay
-import com.google.mlkit.vision.demo.R
-import com.google.mlkit.vision.demo.VisionImageProcessor
-import com.google.mlkit.vision.demo.kotlin.barcodescanner.BarcodeScannerProcessor
-import com.google.mlkit.vision.demo.kotlin.posedetector.PoseDetectorProcessor
-import com.google.mlkit.vision.demo.kotlin.segmenter.SegmenterProcessor
-import com.google.mlkit.vision.demo.preference.PreferenceUtils
-import com.google.mlkit.vision.demo.preference.SettingsActivity
-import com.google.mlkit.vision.demo.preference.SettingsActivity.LaunchSource
-import java.util.ArrayList
-
-/** Live preview demo app for ML Kit APIs using CameraX. */
-@KeepName
-@RequiresApi(VERSION_CODES.LOLLIPOP)
-class CameraXLivePreviewActivity :
- AppCompatActivity(),
- ActivityCompat.OnRequestPermissionsResultCallback,
- OnItemSelectedListener,
- CompoundButton.OnCheckedChangeListener {
-
- private var previewView: PreviewView? = null
- private var graphicOverlay: GraphicOverlay? = null
- private var cameraProvider: ProcessCameraProvider? = null
- private var previewUseCase: Preview? = null
- private var analysisUseCase: ImageAnalysis? = null
- private var imageProcessor: VisionImageProcessor? = null
- private var needUpdateGraphicOverlayImageSourceInfo = false
- private var selectedModel = OBJECT_DETECTION
- private var lensFacing = CameraSelector.LENS_FACING_BACK
- private var cameraSelector: CameraSelector? = null
-
- override fun onCreate(savedInstanceState: Bundle?) {
- super.onCreate(savedInstanceState)
- Log.d(TAG, "onCreate")
- if (VERSION.SDK_INT < VERSION_CODES.LOLLIPOP) {
- Toast.makeText(
- applicationContext,
- "CameraX is only supported on SDK version >=21. Current SDK version is " +
- VERSION.SDK_INT,
- Toast.LENGTH_LONG
- )
- .show()
- return
- }
- if (savedInstanceState != null) {
- selectedModel =
- savedInstanceState.getString(
- STATE_SELECTED_MODEL,
- OBJECT_DETECTION
- )
- }
- cameraSelector = CameraSelector.Builder().requireLensFacing(lensFacing).build()
- setContentView(R.layout.activity_vision_camerax_live_preview)
- previewView = findViewById(R.id.preview_view)
- if (previewView == null) {
- Log.d(TAG, "previewView is null")
- }
- graphicOverlay = findViewById(R.id.graphic_overlay)
- if (graphicOverlay == null) {
- Log.d(TAG, "graphicOverlay is null")
- }
- val spinner = findViewById(R.id.spinner)
- val options: MutableList = ArrayList()
- options.add(BARCODE_SCANNING)
-
- // Creating adapter for spinner
- val dataAdapter =
- ArrayAdapter(this, R.layout.spinner_style, options)
- // Drop down layout style - list view with radio button
- dataAdapter.setDropDownViewResource(android.R.layout.simple_spinner_dropdown_item)
- // attaching data adapter to spinner
- spinner.adapter = dataAdapter
- spinner.onItemSelectedListener = this
- val facingSwitch =
- findViewById(R.id.facing_switch)
- facingSwitch.setOnCheckedChangeListener(this)
- ViewModelProvider(
- this,
- ViewModelProvider.AndroidViewModelFactory.getInstance(application)
- )
- .get(CameraXViewModel::class.java)
- .processCameraProvider
- .observe(
- this,
- Observer { provider: ProcessCameraProvider? ->
- cameraProvider = provider
- if (allPermissionsGranted()) {
- bindAllCameraUseCases()
- }
- }
- )
-
- val settingsButton = findViewById(R.id.settings_button)
- settingsButton.setOnClickListener {
- val intent =
- Intent(applicationContext, SettingsActivity::class.java)
- intent.putExtra(
- SettingsActivity.EXTRA_LAUNCH_SOURCE,
- LaunchSource.CAMERAX_LIVE_PREVIEW
- )
- startActivity(intent)
- }
-
- if (!allPermissionsGranted()) {
- runtimePermissions
- }
- }
-
- override fun onSaveInstanceState(bundle: Bundle) {
- super.onSaveInstanceState(bundle)
- bundle.putString(STATE_SELECTED_MODEL, selectedModel)
- }
-
- @Synchronized
- override fun onItemSelected(parent: AdapterView<*>?, view: View?, pos: Int, id: Long) {
- // An item was selected. You can retrieve the selected item using
- // parent.getItemAtPosition(pos)
- selectedModel = parent?.getItemAtPosition(pos).toString()
- Log.d(TAG, "Selected model: $selectedModel")
- bindAnalysisUseCase()
- }
-
- override fun onNothingSelected(parent: AdapterView<*>?) {
- // Do nothing.
- }
-
- override fun onCheckedChanged(buttonView: CompoundButton, isChecked: Boolean) {
- if (cameraProvider == null) {
- return
- }
- val newLensFacing = if (lensFacing == CameraSelector.LENS_FACING_FRONT) {
- CameraSelector.LENS_FACING_BACK
- } else {
- CameraSelector.LENS_FACING_FRONT
- }
- val newCameraSelector =
- CameraSelector.Builder().requireLensFacing(newLensFacing).build()
- try {
- if (cameraProvider!!.hasCamera(newCameraSelector)) {
- Log.d(TAG, "Set facing to " + newLensFacing)
- lensFacing = newLensFacing
- cameraSelector = newCameraSelector
- bindAllCameraUseCases()
- return
- }
- } catch (e: CameraInfoUnavailableException) {
- // Falls through
- }
- Toast.makeText(
- applicationContext, "This device does not have lens with facing: $newLensFacing",
- Toast.LENGTH_SHORT
- )
- .show()
- }
-
- public override fun onResume() {
- super.onResume()
- bindAllCameraUseCases()
- }
-
- override fun onPause() {
- super.onPause()
-
- imageProcessor?.run {
- this.stop()
- }
- }
-
- public override fun onDestroy() {
- super.onDestroy()
- imageProcessor?.run {
- this.stop()
- }
- }
-
- private fun bindAllCameraUseCases() {
- if (cameraProvider != null) {
- // As required by CameraX API, unbinds all use cases before trying to re-bind any of them.
- cameraProvider!!.unbindAll()
- bindPreviewUseCase()
- bindAnalysisUseCase()
- }
- }
-
- private fun bindPreviewUseCase() {
- if (!PreferenceUtils.isCameraLiveViewportEnabled(this)) {
- return
- }
- if (cameraProvider == null) {
- return
- }
- if (previewUseCase != null) {
- cameraProvider!!.unbind(previewUseCase)
- }
-
- val builder = Preview.Builder()
- val targetResolution = PreferenceUtils.getCameraXTargetResolution(this, lensFacing)
- if (targetResolution != null) {
- builder.setTargetResolution(targetResolution)
- }
- previewUseCase = builder.build()
- previewUseCase!!.setSurfaceProvider(previewView!!.getSurfaceProvider())
- cameraProvider!!.bindToLifecycle(/* lifecycleOwner= */this, cameraSelector!!, previewUseCase)
- }
-
- private fun bindAnalysisUseCase() {
- if (cameraProvider == null) {
- return
- }
- if (analysisUseCase != null) {
- cameraProvider!!.unbind(analysisUseCase)
- }
- if (imageProcessor != null) {
- imageProcessor!!.stop()
- }
- imageProcessor = try {
- when (selectedModel) {
-
- BARCODE_SCANNING -> {
- Log.i(
- TAG,
- "Using Barcode Detector Processor"
- )
- BarcodeScannerProcessor(this)
- }
- POSE_DETECTION -> {
- val poseDetectorOptions =
- PreferenceUtils.getPoseDetectorOptionsForLivePreview(this)
- val shouldShowInFrameLikelihood =
- PreferenceUtils.shouldShowPoseDetectionInFrameLikelihoodLivePreview(this)
- val visualizeZ = PreferenceUtils.shouldPoseDetectionVisualizeZ(this)
- val rescaleZ = PreferenceUtils.shouldPoseDetectionRescaleZForVisualization(this)
- val runClassification = PreferenceUtils.shouldPoseDetectionRunClassification(this)
- PoseDetectorProcessor(
- this, poseDetectorOptions, shouldShowInFrameLikelihood, visualizeZ, rescaleZ,
- runClassification, /* isStreamMode = */ true
- )
- }
- SELFIE_SEGMENTATION -> SegmenterProcessor(this)
- else -> throw IllegalStateException("Invalid model name")
- }
- } catch (e: Exception) {
- Log.e(
- TAG,
- "Can not create image processor: $selectedModel",
- e
- )
- Toast.makeText(
- applicationContext,
- "Can not create image processor: " + e.localizedMessage,
- Toast.LENGTH_LONG
- )
- .show()
- return
- }
-
- val builder = ImageAnalysis.Builder()
- val targetResolution = PreferenceUtils.getCameraXTargetResolution(this, lensFacing)
- if (targetResolution != null) {
- builder.setTargetResolution(targetResolution)
- }
- analysisUseCase = builder.build()
-
- needUpdateGraphicOverlayImageSourceInfo = true
-
- analysisUseCase?.setAnalyzer(
- // imageProcessor.processImageProxy will use another thread to run the detection underneath,
- // thus we can just runs the analyzer itself on main thread.
- ContextCompat.getMainExecutor(this),
- ImageAnalysis.Analyzer { imageProxy: ImageProxy ->
- if (needUpdateGraphicOverlayImageSourceInfo) {
- val isImageFlipped =
- lensFacing == CameraSelector.LENS_FACING_FRONT
- val rotationDegrees =
- imageProxy.imageInfo.rotationDegrees
- if (rotationDegrees == 0 || rotationDegrees == 180) {
- graphicOverlay!!.setImageSourceInfo(
- imageProxy.width, imageProxy.height, isImageFlipped
- )
- } else {
- graphicOverlay!!.setImageSourceInfo(
- imageProxy.height, imageProxy.width, isImageFlipped
- )
- }
- needUpdateGraphicOverlayImageSourceInfo = false
- }
- try {
- imageProcessor!!.processImageProxy(imageProxy, graphicOverlay)
- } catch (e: MlKitException) {
- Log.e(
- TAG,
- "Failed to process image. Error: " + e.localizedMessage
- )
- Toast.makeText(
- applicationContext,
- e.localizedMessage,
- Toast.LENGTH_SHORT
- )
- .show()
- }
- }
- )
- cameraProvider!!.bindToLifecycle( /* lifecycleOwner= */this, cameraSelector!!, analysisUseCase)
- }
-
- private val requiredPermissions: Array
- get() = try {
- val info = this.packageManager
- .getPackageInfo(this.packageName, PackageManager.GET_PERMISSIONS)
- val ps = info.requestedPermissions
- if (ps != null && ps.isNotEmpty()) {
- ps
- } else {
- arrayOfNulls(0)
- }
- } catch (e: Exception) {
- arrayOfNulls(0)
- }
-
- private fun allPermissionsGranted(): Boolean {
- for (permission in requiredPermissions) {
- if (!isPermissionGranted(this, permission)) {
- return false
- }
- }
- return true
- }
-
- private val runtimePermissions: Unit
- get() {
- val allNeededPermissions: MutableList = ArrayList()
- for (permission in requiredPermissions) {
- if (!isPermissionGranted(this, permission)) {
- allNeededPermissions.add(permission)
- }
- }
- if (allNeededPermissions.isNotEmpty()) {
- ActivityCompat.requestPermissions(
- this,
- allNeededPermissions.toTypedArray(),
- PERMISSION_REQUESTS
- )
- }
- }
-
- override fun onRequestPermissionsResult(
- requestCode: Int,
- permissions: Array,
- grantResults: IntArray
- ) {
- Log.i(TAG, "Permission granted!")
- if (allPermissionsGranted()) {
- bindAllCameraUseCases()
- }
- super.onRequestPermissionsResult(requestCode, permissions, grantResults)
- }
-
- companion object {
- private const val TAG = "CameraXLivePreview"
- private const val PERMISSION_REQUESTS = 1
- private const val OBJECT_DETECTION = "Object Detection"
- private const val BARCODE_SCANNING = "Barcode Scanning"
- private const val POSE_DETECTION = "Pose Detection"
- private const val SELFIE_SEGMENTATION = "Selfie Segmentation"
- private const val STATE_SELECTED_MODEL = "selected_model"
-
- private fun isPermissionGranted(
- context: Context,
- permission: String?
- ): Boolean {
- if (ContextCompat.checkSelfPermission(context, permission!!)
- == PackageManager.PERMISSION_GRANTED
- ) {
- Log.i(TAG, "Permission granted: $permission")
- return true
- }
- Log.i(TAG, "Permission NOT granted: $permission")
- return false
- }
- }
-}
diff --git a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/ChooserActivity.kt b/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/ChooserActivity.kt
deleted file mode 100644
index e69fd31..0000000
--- a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/ChooserActivity.kt
+++ /dev/null
@@ -1,178 +0,0 @@
-/*
- * Copyright 2020 Google LLC. All rights reserved.
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- * http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package com.google.mlkit.vision.demo.kotlin
-
-import android.content.Context
-import android.content.Intent
-import android.content.pm.PackageManager
-import android.os.Build.VERSION
-import android.os.Build.VERSION_CODES
-import android.os.Bundle
-import androidx.appcompat.app.AppCompatActivity
-import android.util.Log
-import android.view.LayoutInflater
-import android.view.View
-import android.view.ViewGroup
-import android.widget.AdapterView
-import android.widget.AdapterView.OnItemClickListener
-import android.widget.ArrayAdapter
-import android.widget.ListView
-import android.widget.TextView
-import androidx.core.app.ActivityCompat
-import androidx.core.content.ContextCompat
-import com.google.mlkit.vision.demo.R
-import java.util.ArrayList
-
-/**
- * Demo app chooser which takes care of runtime permission requesting and allow you pick from all
- * available testing Activities.
- */
-class ChooserActivity :
- AppCompatActivity(),
- ActivityCompat.OnRequestPermissionsResultCallback,
- OnItemClickListener {
- override fun onCreate(savedInstanceState: Bundle?) {
- super.onCreate(savedInstanceState)
- Log.d(TAG, "onCreate")
- setContentView(R.layout.activity_chooser)
-
- // Set up ListView and Adapter
- val listView =
- findViewById(R.id.test_activity_list_view)
- val adapter =
- MyArrayAdapter(this, android.R.layout.simple_list_item_2, CLASSES)
- adapter.setDescriptionIds(DESCRIPTION_IDS)
- listView.adapter = adapter
- listView.onItemClickListener = this
-
- if (!allPermissionsGranted()) {
- getRuntimePermissions()
- }
- }
-
- override fun onItemClick(parent: AdapterView<*>?, view: View, position: Int, id: Long) {
- val clicked = CLASSES[position]
- startActivity(Intent(this, clicked))
- }
-
- private fun getRequiredPermissions(): Array {
- return try {
- val info = this.packageManager
- .getPackageInfo(this.packageName, PackageManager.GET_PERMISSIONS)
- val ps = info.requestedPermissions
- if (ps != null && ps.isNotEmpty()) {
- ps
- } else {
- arrayOfNulls(0)
- }
- } catch (e: Exception) {
- arrayOfNulls(0)
- }
- }
-
- private fun allPermissionsGranted(): Boolean {
- for (permission in getRequiredPermissions()) {
- permission?.let {
- if (!isPermissionGranted(this, it)) {
- return false
- }
- }
- }
- return true
- }
-
- private fun getRuntimePermissions() {
- val allNeededPermissions = ArrayList()
- for (permission in getRequiredPermissions()) {
- permission?.let {
- if (!isPermissionGranted(this, it)) {
- allNeededPermissions.add(permission)
- }
- }
- }
-
- if (allNeededPermissions.isNotEmpty()) {
- ActivityCompat.requestPermissions(
- this, allNeededPermissions.toTypedArray(), PERMISSION_REQUESTS
- )
- }
- }
-
- private fun isPermissionGranted(context: Context, permission: String): Boolean {
- if (ContextCompat.checkSelfPermission(context, permission)
- == PackageManager.PERMISSION_GRANTED
- ) {
- Log.i(TAG, "Permission granted: $permission")
- return true
- }
- Log.i(TAG, "Permission NOT granted: $permission")
- return false
- }
-
- private class MyArrayAdapter(
- private val ctx: Context,
- resource: Int,
- private val classes: Array>
- ) : ArrayAdapter>(ctx, resource, classes) {
- private var descriptionIds: IntArray? = null
-
- override fun getView(position: Int, convertView: View?, parent: ViewGroup): View {
- var view = convertView
-
- if (convertView == null) {
- val inflater = ctx.getSystemService(Context.LAYOUT_INFLATER_SERVICE) as LayoutInflater
- view = inflater.inflate(android.R.layout.simple_list_item_2, null)
- }
-
- (view!!.findViewById(android.R.id.text1) as TextView).text =
- classes[position].simpleName
- descriptionIds?.let {
- (view.findViewById(android.R.id.text2) as TextView).setText(it[position])
- }
-
- return view
- }
-
- fun setDescriptionIds(descriptionIds: IntArray) {
- this.descriptionIds = descriptionIds
- }
- }
-
- companion object {
- private const val TAG = "ChooserActivity"
- private const val PERMISSION_REQUESTS = 1
- private val CLASSES = if (VERSION.SDK_INT < VERSION_CODES.LOLLIPOP)
- arrayOf>(
- LivePreviewActivity::class.java,
- StillImageActivity::class.java,
- ) else arrayOf>(
- LivePreviewActivity::class.java,
- StillImageActivity::class.java,
- CameraXLivePreviewActivity::class.java,
- )
- private val DESCRIPTION_IDS = if (VERSION.SDK_INT < VERSION_CODES.LOLLIPOP)
- intArrayOf(
- R.string.desc_camera_source_activity,
- R.string.desc_still_image_activity,
- ) else intArrayOf(
- R.string.desc_camera_source_activity,
- R.string.desc_still_image_activity,
- R.string.desc_camerax_live_preview_activity,
- R.string.desc_cameraxsource_demo_activity
- )
- }
-}
diff --git a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/LivePreviewActivity.kt b/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/LivePreviewActivity.kt
deleted file mode 100644
index a0c5ead..0000000
--- a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/LivePreviewActivity.kt
+++ /dev/null
@@ -1,353 +0,0 @@
-/*
- * Copyright 2020 Google LLC. All rights reserved.
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- * http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package com.google.mlkit.vision.demo.kotlin
-
-import android.content.Context
-import android.content.Intent
-import android.content.pm.PackageManager
-import android.os.Bundle
-import androidx.appcompat.app.AppCompatActivity
-import android.util.Log
-import android.view.View
-import android.widget.AdapterView
-import android.widget.AdapterView.OnItemSelectedListener
-import android.widget.ArrayAdapter
-import android.widget.CompoundButton
-import android.widget.ImageView
-import android.widget.Spinner
-import android.widget.Toast
-import android.widget.ToggleButton
-import androidx.core.app.ActivityCompat
-import androidx.core.content.ContextCompat
-import com.google.android.gms.common.annotation.KeepName
-import com.google.mlkit.common.model.LocalModel
-import com.google.mlkit.vision.demo.CameraSource
-import com.google.mlkit.vision.demo.CameraSourcePreview
-import com.google.mlkit.vision.demo.GraphicOverlay
-import com.google.mlkit.vision.demo.R
-import com.google.mlkit.vision.demo.kotlin.barcodescanner.BarcodeScannerProcessor
-import com.google.mlkit.vision.demo.kotlin.objectdetector.ObjectDetectorProcessor
-import com.google.mlkit.vision.demo.kotlin.posedetector.PoseDetectorProcessor
-import com.google.mlkit.vision.demo.kotlin.segmenter.SegmenterProcessor
-import com.google.mlkit.vision.demo.preference.PreferenceUtils
-import com.google.mlkit.vision.demo.preference.SettingsActivity
-import com.google.mlkit.vision.demo.preference.SettingsActivity.LaunchSource
-import com.google.mlkit.vision.label.custom.CustomImageLabelerOptions
-import com.google.mlkit.vision.label.defaults.ImageLabelerOptions
-import java.io.IOException
-import java.util.ArrayList
-
-/** Live preview demo for ML Kit APIs. */
-@KeepName
-class LivePreviewActivity :
- AppCompatActivity(),
- ActivityCompat.OnRequestPermissionsResultCallback,
- OnItemSelectedListener,
- CompoundButton.OnCheckedChangeListener {
-
- private var cameraSource: CameraSource? = null
- private var preview: CameraSourcePreview? = null
- private var graphicOverlay: GraphicOverlay? = null
- private var selectedModel = OBJECT_DETECTION
-
- override fun onCreate(savedInstanceState: Bundle?) {
- super.onCreate(savedInstanceState)
- Log.d(TAG, "onCreate")
- setContentView(R.layout.activity_vision_live_preview)
-
- preview = findViewById(R.id.preview_view)
- if (preview == null) {
- Log.d(TAG, "Preview is null")
- }
-
- graphicOverlay = findViewById(R.id.graphic_overlay)
- if (graphicOverlay == null) {
- Log.d(TAG, "graphicOverlay is null")
- }
-
- val spinner = findViewById(R.id.spinner)
- val options: MutableList = ArrayList()
- options.add(BARCODE_SCANNING)
-
- // Creating adapter for spinner
- val dataAdapter =
- ArrayAdapter(this, R.layout.spinner_style, options)
-
- // Drop down layout style - list view with radio button
- dataAdapter.setDropDownViewResource(android.R.layout.simple_spinner_dropdown_item)
- // attaching data adapter to spinner
- spinner.adapter = dataAdapter
- spinner.onItemSelectedListener = this
-
- val facingSwitch = findViewById(R.id.facing_switch)
- facingSwitch.setOnCheckedChangeListener(this)
-
- val settingsButton = findViewById(R.id.settings_button)
- settingsButton.setOnClickListener {
- val intent = Intent(applicationContext, SettingsActivity::class.java)
- intent.putExtra(SettingsActivity.EXTRA_LAUNCH_SOURCE, LaunchSource.LIVE_PREVIEW)
- startActivity(intent)
- }
-
- if (allPermissionsGranted()) {
- createCameraSource(selectedModel)
- } else {
- runtimePermissions
- }
- }
-
- @Synchronized
- override fun onItemSelected(
- parent: AdapterView<*>?,
- view: View?,
- pos: Int,
- id: Long
- ) {
- // An item was selected. You can retrieve the selected item using
- // parent.getItemAtPosition(pos)
- selectedModel = parent?.getItemAtPosition(pos).toString()
- Log.d(TAG, "Selected model: $selectedModel")
- preview?.stop()
- if (allPermissionsGranted()) {
- createCameraSource(selectedModel)
- startCameraSource()
- } else {
- runtimePermissions
- }
- }
-
- override fun onNothingSelected(parent: AdapterView<*>?) {
- // Do nothing.
- }
-
- override fun onCheckedChanged(buttonView: CompoundButton, isChecked: Boolean) {
- Log.d(TAG, "Set facing")
- if (cameraSource != null) {
- if (isChecked) {
- cameraSource?.setFacing(CameraSource.CAMERA_FACING_FRONT)
- } else {
- cameraSource?.setFacing(CameraSource.CAMERA_FACING_BACK)
- }
- }
- preview?.stop()
- startCameraSource()
- }
-
- private fun createCameraSource(model: String) {
- // If there's no existing cameraSource, create one.
- if (cameraSource == null) {
- cameraSource = CameraSource(this, graphicOverlay)
- }
- try {
- when (model) {
- OBJECT_DETECTION -> {
- Log.i(TAG, "Using Object Detector Processor")
- val objectDetectorOptions =
- PreferenceUtils.getObjectDetectorOptionsForLivePreview(this)
- cameraSource!!.setMachineLearningFrameProcessor(
- ObjectDetectorProcessor(this, objectDetectorOptions)
- )
- }
- OBJECT_DETECTION_CUSTOM -> {
- Log.i(
- TAG,
- "Using Custom Object Detector Processor"
- )
- val localModel = LocalModel.Builder()
- .setAssetFilePath("custom_models/object_labeler.tflite")
- .build()
- val customObjectDetectorOptions =
- PreferenceUtils.getCustomObjectDetectorOptionsForLivePreview(this, localModel)
- cameraSource!!.setMachineLearningFrameProcessor(
- ObjectDetectorProcessor(this, customObjectDetectorOptions)
- )
- }
- CUSTOM_AUTOML_OBJECT_DETECTION -> {
- Log.i(
- TAG,
- "Using Custom AutoML Object Detector Processor"
- )
- val customAutoMLODTLocalModel = LocalModel.Builder()
- .setAssetManifestFilePath("automl/manifest.json")
- .build()
- val customAutoMLODTOptions = PreferenceUtils
- .getCustomObjectDetectorOptionsForLivePreview(this, customAutoMLODTLocalModel)
- cameraSource!!.setMachineLearningFrameProcessor(
- ObjectDetectorProcessor(this, customAutoMLODTOptions)
- )
- }
- BARCODE_SCANNING -> {
- Log.i(TAG, "Using Barcode Detector Processor")
- cameraSource!!.setMachineLearningFrameProcessor(
- BarcodeScannerProcessor(this)
- )
- }
- POSE_DETECTION -> {
- val poseDetectorOptions =
- PreferenceUtils.getPoseDetectorOptionsForLivePreview(this)
- Log.i(TAG, "Using Pose Detector with options $poseDetectorOptions")
- val shouldShowInFrameLikelihood =
- PreferenceUtils.shouldShowPoseDetectionInFrameLikelihoodLivePreview(this)
- val visualizeZ = PreferenceUtils.shouldPoseDetectionVisualizeZ(this)
- val rescaleZ = PreferenceUtils.shouldPoseDetectionRescaleZForVisualization(this)
- val runClassification = PreferenceUtils.shouldPoseDetectionRunClassification(this)
- cameraSource!!.setMachineLearningFrameProcessor(
- PoseDetectorProcessor(
- this, poseDetectorOptions, shouldShowInFrameLikelihood, visualizeZ, rescaleZ,
- runClassification, /* isStreamMode = */ true
- )
- )
- }
- SELFIE_SEGMENTATION -> {
- cameraSource!!.setMachineLearningFrameProcessor(SegmenterProcessor(this))
- }
- else -> Log.e(TAG, "Unknown model: $model")
- }
- } catch (e: Exception) {
- Log.e(TAG, "Can not create image processor: $model", e)
- Toast.makeText(
- applicationContext, "Can not create image processor: " + e.message,
- Toast.LENGTH_LONG
- ).show()
- }
- }
-
- /**
- * Starts or restarts the camera source, if it exists. If the camera source doesn't exist yet
- * (e.g., because onResume was called before the camera source was created), this will be called
- * again when the camera source is created.
- */
- private fun startCameraSource() {
- if (cameraSource != null) {
- try {
- if (preview == null) {
- Log.d(TAG, "resume: Preview is null")
- }
- if (graphicOverlay == null) {
- Log.d(TAG, "resume: graphOverlay is null")
- }
- preview!!.start(cameraSource, graphicOverlay)
- } catch (e: IOException) {
- Log.e(TAG, "Unable to start camera source.", e)
- cameraSource!!.release()
- cameraSource = null
- }
- }
- }
-
- public override fun onResume() {
- super.onResume()
- Log.d(TAG, "onResume")
- createCameraSource(selectedModel)
- startCameraSource()
- }
-
- /** Stops the camera. */
- override fun onPause() {
- super.onPause()
- preview?.stop()
- }
-
- public override fun onDestroy() {
- super.onDestroy()
- if (cameraSource != null) {
- cameraSource?.release()
- }
- }
-
- private val requiredPermissions: Array
- get() = try {
- val info = this.packageManager
- .getPackageInfo(this.packageName, PackageManager.GET_PERMISSIONS)
- val ps = info.requestedPermissions
- if (ps != null && ps.isNotEmpty()) {
- ps
- } else {
- arrayOfNulls(0)
- }
- } catch (e: Exception) {
- arrayOfNulls(0)
- }
-
- private fun allPermissionsGranted(): Boolean {
- for (permission in requiredPermissions) {
- if (!isPermissionGranted(this, permission)) {
- return false
- }
- }
- return true
- }
-
- private val runtimePermissions: Unit
- get() {
- val allNeededPermissions: MutableList = ArrayList()
- for (permission in requiredPermissions) {
- if (!isPermissionGranted(this, permission)) {
- allNeededPermissions.add(permission)
- }
- }
- if (allNeededPermissions.isNotEmpty()) {
- ActivityCompat.requestPermissions(
- this,
- allNeededPermissions.toTypedArray(),
- PERMISSION_REQUESTS
- )
- }
- }
-
- override fun onRequestPermissionsResult(
- requestCode: Int,
- permissions: Array,
- grantResults: IntArray
- ) {
- Log.i(TAG, "Permission granted!")
- if (allPermissionsGranted()) {
- createCameraSource(selectedModel)
- }
- super.onRequestPermissionsResult(requestCode, permissions, grantResults)
- }
-
- companion object {
- private const val OBJECT_DETECTION = "Object Detection"
- private const val OBJECT_DETECTION_CUSTOM = "Custom Object Detection"
- private const val CUSTOM_AUTOML_OBJECT_DETECTION = "Custom AutoML Object Detection (Flower)"
- private const val FACE_DETECTION = "Face Detection"
- private const val TEXT_RECOGNITION = "Text Recognition"
- private const val BARCODE_SCANNING = "Barcode Scanning"
- private const val IMAGE_LABELING = "Image Labeling"
- private const val IMAGE_LABELING_CUSTOM = "Custom Image Labeling (Birds)"
- private const val CUSTOM_AUTOML_LABELING = "Custom AutoML Image Labeling (Flower)"
- private const val POSE_DETECTION = "Pose Detection"
- private const val SELFIE_SEGMENTATION = "Selfie Segmentation"
-
- private const val TAG = "LivePreviewActivity"
- private const val PERMISSION_REQUESTS = 1
- private fun isPermissionGranted(
- context: Context,
- permission: String?
- ): Boolean {
- if (ContextCompat.checkSelfPermission(context, permission!!)
- == PackageManager.PERMISSION_GRANTED
- ) {
- Log.i(TAG, "Permission granted: $permission")
- return true
- }
- Log.i(TAG, "Permission NOT granted: $permission")
- return false
- }
- }
-}
diff --git a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/StillImageActivity.kt b/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/StillImageActivity.kt
deleted file mode 100644
index d2fbc09..0000000
--- a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/StillImageActivity.kt
+++ /dev/null
@@ -1,477 +0,0 @@
-/*
- * Copyright 2020 Google LLC. All rights reserved.
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- * http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package com.google.mlkit.vision.demo.kotlin
-
-import android.app.Activity
-import android.content.ContentValues
-import android.content.Intent
-import android.content.res.Configuration
-import android.graphics.Bitmap
-import android.net.Uri
-import android.os.Bundle
-import android.provider.MediaStore
-import androidx.appcompat.app.AppCompatActivity
-import android.util.Log
-import android.util.Pair
-import android.view.MenuItem
-import android.view.View
-import android.view.ViewTreeObserver
-import android.widget.AdapterView
-import android.widget.AdapterView.OnItemSelectedListener
-import android.widget.ArrayAdapter
-import android.widget.ImageView
-import android.widget.PopupMenu
-import android.widget.Spinner
-import android.widget.Toast
-import com.google.android.gms.common.annotation.KeepName
-import com.google.mlkit.common.model.LocalModel
-import com.google.mlkit.vision.demo.BitmapUtils
-import com.google.mlkit.vision.demo.GraphicOverlay
-import com.google.mlkit.vision.demo.R
-import com.google.mlkit.vision.demo.VisionImageProcessor
-import com.google.mlkit.vision.demo.kotlin.barcodescanner.BarcodeScannerProcessor
-import com.google.mlkit.vision.demo.kotlin.objectdetector.ObjectDetectorProcessor
-import com.google.mlkit.vision.demo.kotlin.posedetector.PoseDetectorProcessor
-import com.google.mlkit.vision.demo.kotlin.segmenter.SegmenterProcessor
-import com.google.mlkit.vision.demo.preference.PreferenceUtils
-import com.google.mlkit.vision.demo.preference.SettingsActivity
-import com.google.mlkit.vision.demo.preference.SettingsActivity.LaunchSource
-import java.io.IOException
-import java.util.ArrayList
-import kotlin.math.max
-
-/** Activity demonstrating different image detector features with a still image from camera. */
-@KeepName
-class StillImageActivity : AppCompatActivity() {
- private var preview: ImageView? = null
- private var graphicOverlay: GraphicOverlay? = null
- private var selectedMode =
- OBJECT_DETECTION
- private var selectedSize: String? =
- SIZE_SCREEN
- private var isLandScape = false
- private var imageUri: Uri? = null
- // Max width (portrait mode)
- private var imageMaxWidth = 0
- // Max height (portrait mode)
- private var imageMaxHeight = 0
- private var imageProcessor: VisionImageProcessor? = null
- override fun onCreate(savedInstanceState: Bundle?) {
- super.onCreate(savedInstanceState)
- setContentView(R.layout.activity_still_image)
- findViewById(R.id.select_image_button)
- .setOnClickListener { view: View ->
- // Menu for selecting either: a) take new photo b) select from existing
- val popup =
- PopupMenu(this@StillImageActivity, view)
- popup.setOnMenuItemClickListener { menuItem: MenuItem ->
- val itemId =
- menuItem.itemId
- if (itemId == R.id.select_images_from_local) {
- startChooseImageIntentForResult()
- return@setOnMenuItemClickListener true
- } else if (itemId == R.id.take_photo_using_camera) {
- startCameraIntentForResult()
- return@setOnMenuItemClickListener true
- }
- false
- }
- val inflater = popup.menuInflater
- inflater.inflate(R.menu.camera_button_menu, popup.menu)
- popup.show()
- }
- preview = findViewById(R.id.preview)
- graphicOverlay = findViewById(R.id.graphic_overlay)
-
- populateFeatureSelector()
- populateSizeSelector()
- isLandScape =
- resources.configuration.orientation == Configuration.ORIENTATION_LANDSCAPE
- if (savedInstanceState != null) {
- imageUri =
- savedInstanceState.getParcelable(KEY_IMAGE_URI)
- imageMaxWidth =
- savedInstanceState.getInt(KEY_IMAGE_MAX_WIDTH)
- imageMaxHeight =
- savedInstanceState.getInt(KEY_IMAGE_MAX_HEIGHT)
- selectedSize =
- savedInstanceState.getString(KEY_SELECTED_SIZE)
- }
-
- val rootView = findViewById(R.id.root)
- rootView.viewTreeObserver.addOnGlobalLayoutListener(
- object : ViewTreeObserver.OnGlobalLayoutListener {
- override fun onGlobalLayout() {
- rootView.viewTreeObserver.removeOnGlobalLayoutListener(this)
- imageMaxWidth = rootView.width
- imageMaxHeight =
- rootView.height - findViewById(R.id.control).height
- if (SIZE_SCREEN == selectedSize) {
- tryReloadAndDetectInImage()
- }
- }
- })
-
- val settingsButton = findViewById(R.id.settings_button)
- settingsButton.setOnClickListener {
- val intent =
- Intent(
- applicationContext,
- SettingsActivity::class.java
- )
- intent.putExtra(
- SettingsActivity.EXTRA_LAUNCH_SOURCE,
- LaunchSource.STILL_IMAGE
- )
- startActivity(intent)
- }
- }
-
- public override fun onResume() {
- super.onResume()
- Log.d(TAG, "onResume")
- createImageProcessor()
- tryReloadAndDetectInImage()
- }
-
- public override fun onPause() {
- super.onPause()
- imageProcessor?.run {
- this.stop()
- }
- }
-
- public override fun onDestroy() {
- super.onDestroy()
- imageProcessor?.run {
- this.stop()
- }
- }
-
- private fun populateFeatureSelector() {
- val featureSpinner = findViewById(R.id.feature_selector)
- val options: MutableList = ArrayList()
-
- options.add(BARCODE_SCANNING)
-
- // Creating adapter for featureSpinner
- val dataAdapter =
- ArrayAdapter(this, R.layout.spinner_style, options)
- // Drop down layout style - list view with radio button
- dataAdapter.setDropDownViewResource(android.R.layout.simple_spinner_dropdown_item)
- // attaching data adapter to spinner
- featureSpinner.adapter = dataAdapter
- featureSpinner.onItemSelectedListener = object : OnItemSelectedListener {
- override fun onItemSelected(
- parentView: AdapterView<*>,
- selectedItemView: View?,
- pos: Int,
- id: Long
- ) {
- if (pos >= 0) {
- selectedMode = parentView.getItemAtPosition(pos).toString()
- createImageProcessor()
- tryReloadAndDetectInImage()
- }
- }
-
- override fun onNothingSelected(arg0: AdapterView<*>?) {}
- }
- }
-
- private fun populateSizeSelector() {
- val sizeSpinner = findViewById(R.id.size_selector)
- val options: MutableList = ArrayList()
- options.add(SIZE_SCREEN)
- options.add(SIZE_1024_768)
- options.add(SIZE_640_480)
- // Creating adapter for featureSpinner
- val dataAdapter =
- ArrayAdapter(this, R.layout.spinner_style, options)
- // Drop down layout style - list view with radio button
- dataAdapter.setDropDownViewResource(android.R.layout.simple_spinner_dropdown_item)
- // attaching data adapter to spinner
- sizeSpinner.adapter = dataAdapter
- sizeSpinner.onItemSelectedListener = object : OnItemSelectedListener {
- override fun onItemSelected(
- parentView: AdapterView<*>,
- selectedItemView: View?,
- pos: Int,
- id: Long
- ) {
- if (pos >= 0) {
- selectedSize = parentView.getItemAtPosition(pos).toString()
- tryReloadAndDetectInImage()
- }
- }
-
- override fun onNothingSelected(arg0: AdapterView<*>?) {}
- }
- }
-
- public override fun onSaveInstanceState(outState: Bundle) {
- super.onSaveInstanceState(outState)
- outState.putParcelable(
- KEY_IMAGE_URI,
- imageUri
- )
- outState.putInt(
- KEY_IMAGE_MAX_WIDTH,
- imageMaxWidth
- )
- outState.putInt(
- KEY_IMAGE_MAX_HEIGHT,
- imageMaxHeight
- )
- outState.putString(
- KEY_SELECTED_SIZE,
- selectedSize
- )
- }
-
- private fun startCameraIntentForResult() { // Clean up last time's image
- imageUri = null
- preview!!.setImageBitmap(null)
- val takePictureIntent = Intent(MediaStore.ACTION_IMAGE_CAPTURE)
- if (takePictureIntent.resolveActivity(packageManager) != null) {
- val values = ContentValues()
- values.put(MediaStore.Images.Media.TITLE, "New Picture")
- values.put(MediaStore.Images.Media.DESCRIPTION, "From Camera")
- imageUri = contentResolver.insert(MediaStore.Images.Media.EXTERNAL_CONTENT_URI, values)
- takePictureIntent.putExtra(MediaStore.EXTRA_OUTPUT, imageUri)
- startActivityForResult(
- takePictureIntent,
- REQUEST_IMAGE_CAPTURE
- )
- }
- }
-
- private fun startChooseImageIntentForResult() {
- val intent = Intent()
- intent.type = "image/*"
- intent.action = Intent.ACTION_GET_CONTENT
- startActivityForResult(
- Intent.createChooser(intent, "Select Picture"),
- REQUEST_CHOOSE_IMAGE
- )
- }
-
- override fun onActivityResult(
- requestCode: Int,
- resultCode: Int,
- data: Intent?
- ) {
- if (requestCode == REQUEST_IMAGE_CAPTURE && resultCode == Activity.RESULT_OK) {
- tryReloadAndDetectInImage()
- } else if (requestCode == REQUEST_CHOOSE_IMAGE && resultCode == Activity.RESULT_OK) {
- // In this case, imageUri is returned by the chooser, save it.
- imageUri = data!!.data
- tryReloadAndDetectInImage()
- } else {
- super.onActivityResult(requestCode, resultCode, data)
- }
- }
-
- private fun tryReloadAndDetectInImage() {
- Log.d(
- TAG,
- "Try reload and detect image"
- )
- try {
- if (imageUri == null) {
- return
- }
-
- if (SIZE_SCREEN == selectedSize && imageMaxWidth == 0) {
- // UI layout has not finished yet, will reload once it's ready.
- return
- }
-
- val imageBitmap = BitmapUtils.getBitmapFromContentUri(contentResolver, imageUri)
- ?: return
- // Clear the overlay first
- graphicOverlay!!.clear()
- // Get the dimensions of the image view
- val targetedSize = targetedWidthHeight
- // Determine how much to scale down the image
- val scaleFactor = max(
- imageBitmap.width.toFloat() / targetedSize.first.toFloat(),
- imageBitmap.height.toFloat() / targetedSize.second.toFloat()
- )
- val resizedBitmap = Bitmap.createScaledBitmap(
- imageBitmap,
- (imageBitmap.width / scaleFactor).toInt(),
- (imageBitmap.height / scaleFactor).toInt(),
- true
- )
- preview!!.setImageBitmap(resizedBitmap)
- if (imageProcessor != null) {
- graphicOverlay!!.setImageSourceInfo(
- resizedBitmap.width, resizedBitmap.height, /* isFlipped= */false
- )
- imageProcessor!!.processBitmap(resizedBitmap, graphicOverlay)
- } else {
- Log.e(
- TAG,
- "Null imageProcessor, please check adb logs for imageProcessor creation error"
- )
- }
- } catch (e: IOException) {
- Log.e(
- TAG,
- "Error retrieving saved image"
- )
- imageUri = null
- }
- }
-
- private val targetedWidthHeight: Pair
- get() {
- val targetWidth: Int
- val targetHeight: Int
- when (selectedSize) {
- SIZE_SCREEN -> {
- targetWidth = imageMaxWidth
- targetHeight = imageMaxHeight
- }
- SIZE_640_480 -> {
- targetWidth = if (isLandScape) 640 else 480
- targetHeight = if (isLandScape) 480 else 640
- }
- SIZE_1024_768 -> {
- targetWidth = if (isLandScape) 1024 else 768
- targetHeight = if (isLandScape) 768 else 1024
- }
- else -> throw IllegalStateException("Unknown size")
- }
- return Pair(targetWidth, targetHeight)
- }
-
- private fun createImageProcessor() {
- try {
- when (selectedMode) {
- OBJECT_DETECTION -> {
- Log.i(
- TAG,
- "Using Object Detector Processor"
- )
- val objectDetectorOptions =
- PreferenceUtils.getObjectDetectorOptionsForStillImage(this)
- imageProcessor =
- ObjectDetectorProcessor(
- this,
- objectDetectorOptions
- )
- }
- OBJECT_DETECTION_CUSTOM -> {
- Log.i(
- TAG,
- "Using Custom Object Detector Processor"
- )
- val localModel = LocalModel.Builder()
- .setAssetFilePath("custom_models/object_labeler.tflite")
- .build()
- val customObjectDetectorOptions =
- PreferenceUtils.getCustomObjectDetectorOptionsForStillImage(this, localModel)
- imageProcessor =
- ObjectDetectorProcessor(
- this,
- customObjectDetectorOptions
- )
- }
- CUSTOM_AUTOML_OBJECT_DETECTION -> {
- Log.i(
- TAG,
- "Using Custom AutoML Object Detector Processor"
- )
- val customAutoMLODTLocalModel = LocalModel.Builder()
- .setAssetManifestFilePath("automl/manifest.json")
- .build()
- val customAutoMLODTOptions = PreferenceUtils
- .getCustomObjectDetectorOptionsForStillImage(this, customAutoMLODTLocalModel)
- imageProcessor =
- ObjectDetectorProcessor(
- this,
- customAutoMLODTOptions
- )
- }
- BARCODE_SCANNING ->
- imageProcessor =
- BarcodeScannerProcessor(this)
- POSE_DETECTION -> {
- val poseDetectorOptions =
- PreferenceUtils.getPoseDetectorOptionsForStillImage(this)
- Log.i(TAG, "Using Pose Detector with options $poseDetectorOptions")
- val shouldShowInFrameLikelihood =
- PreferenceUtils.shouldShowPoseDetectionInFrameLikelihoodStillImage(this)
- val visualizeZ = PreferenceUtils.shouldPoseDetectionVisualizeZ(this)
- val rescaleZ = PreferenceUtils.shouldPoseDetectionRescaleZForVisualization(this)
- val runClassification = PreferenceUtils.shouldPoseDetectionRunClassification(this)
- imageProcessor =
- PoseDetectorProcessor(
- this, poseDetectorOptions, shouldShowInFrameLikelihood, visualizeZ, rescaleZ,
- runClassification, /* isStreamMode = */ false
- )
- }
- SELFIE_SEGMENTATION -> {
- imageProcessor = SegmenterProcessor(this, /* isStreamMode= */ false)
- }
- else -> Log.e(
- TAG,
- "Unknown selectedMode: $selectedMode"
- )
- }
- } catch (e: Exception) {
- Log.e(
- TAG,
- "Can not create image processor: $selectedMode",
- e
- )
- Toast.makeText(
- applicationContext,
- "Can not create image processor: " + e.message,
- Toast.LENGTH_LONG
- )
- .show()
- }
- }
-
- companion object {
- private const val TAG = "StillImageActivity"
- private const val OBJECT_DETECTION = "Object Detection"
- private const val OBJECT_DETECTION_CUSTOM = "Custom Object Detection"
- private const val CUSTOM_AUTOML_OBJECT_DETECTION = "Custom AutoML Object Detection (Flower)"
- private const val FACE_DETECTION = "Face Detection"
- private const val BARCODE_SCANNING = "Barcode Scanning"
- private const val TEXT_RECOGNITION = "Text Recognition"
- private const val IMAGE_LABELING = "Image Labeling"
- private const val IMAGE_LABELING_CUSTOM = "Custom Image Labeling (Birds)"
- private const val CUSTOM_AUTOML_LABELING = "Custom AutoML Image Labeling (Flower)"
- private const val POSE_DETECTION = "Pose Detection"
- private const val SELFIE_SEGMENTATION = "Selfie Segmentation"
-
- private const val SIZE_SCREEN = "w:screen" // Match screen width
- private const val SIZE_1024_768 = "w:1024" // ~1024*768 in a normal ratio
- private const val SIZE_640_480 = "w:640" // ~640*480 in a normal ratio
- private const val KEY_IMAGE_URI = "com.google.mlkit.vision.demo.KEY_IMAGE_URI"
- private const val KEY_IMAGE_MAX_WIDTH = "com.google.mlkit.vision.demo.KEY_IMAGE_MAX_WIDTH"
- private const val KEY_IMAGE_MAX_HEIGHT = "com.google.mlkit.vision.demo.KEY_IMAGE_MAX_HEIGHT"
- private const val KEY_SELECTED_SIZE = "com.google.mlkit.vision.demo.KEY_SELECTED_SIZE"
- private const val REQUEST_IMAGE_CAPTURE = 1001
- private const val REQUEST_CHOOSE_IMAGE = 1002
- }
-}
diff --git a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/TaskExt.kt b/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/TaskExt.kt
deleted file mode 100644
index 81f57f4..0000000
--- a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/TaskExt.kt
+++ /dev/null
@@ -1,68 +0,0 @@
-/*
- * Copyright 2020 Google LLC. All rights reserved.
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- * http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package com.google.mlkit.vision.demo.kotlin
-
-import com.google.android.gms.tasks.OnCanceledListener
-import com.google.android.gms.tasks.OnCompleteListener
-import com.google.android.gms.tasks.OnFailureListener
-import com.google.android.gms.tasks.OnSuccessListener
-import com.google.android.gms.tasks.Task
-import java.util.concurrent.Executor
-
-/**
- * Quality-of-life helper to allow using trailing lambda syntax for adding a success listener to a
- * [Task].
- */
-fun Task.addOnSuccessListener(
- executor: Executor,
- listener: (TResult) -> Unit
-): Task {
- return addOnSuccessListener(executor, OnSuccessListener(listener))
-}
-
-/**
- * Quality-of-life helper to allow using trailing lambda syntax for adding a failure listener to a
- * [Task].
- */
-fun Task.addOnFailureListener(
- executor: Executor,
- listener: (Exception) -> Unit
-): Task {
- return addOnFailureListener(executor, OnFailureListener(listener))
-}
-
-/**
- * Quality-of-life helper to allow using trailing lambda syntax for adding a completion listener to
- * a [Task].
- */
-fun Task.addOnCompleteListener(
- executor: Executor,
- listener: (Task) -> Unit
-): Task {
- return addOnCompleteListener(executor, OnCompleteListener(listener))
-}
-
-/**
- * Quality-of-life helper to allow using trailing lambda syntax for adding a cancellation listener
- * to a [Task].
- */
-fun Task.addOnCanceledListener(
- executor: Executor,
- listener: () -> Unit
-): Task {
- return addOnCanceledListener(executor, OnCanceledListener(listener))
-}
diff --git a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/VisionProcessorBase.kt b/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/VisionProcessorBase.kt
deleted file mode 100644
index 5d43400..0000000
--- a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/VisionProcessorBase.kt
+++ /dev/null
@@ -1,298 +0,0 @@
-/*
- * Copyright 2020 Google LLC. All rights reserved.
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- * http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package com.google.mlkit.vision.demo.kotlin
-
-import android.app.ActivityManager
-import android.content.Context
-import android.graphics.Bitmap
-import android.os.Build.VERSION_CODES
-import android.os.SystemClock
-import androidx.annotation.GuardedBy
-import androidx.annotation.RequiresApi
-import android.util.Log
-import android.widget.Toast
-import androidx.camera.core.ExperimentalGetImage
-import androidx.camera.core.ImageProxy
-import com.google.android.gms.tasks.Task
-import com.google.android.gms.tasks.TaskExecutors
-import com.google.mlkit.vision.common.InputImage
-import com.google.mlkit.vision.demo.BitmapUtils
-import com.google.mlkit.vision.demo.CameraImageGraphic
-import com.google.mlkit.vision.demo.FrameMetadata
-import com.google.mlkit.vision.demo.GraphicOverlay
-import com.google.mlkit.vision.demo.InferenceInfoGraphic
-import com.google.mlkit.vision.demo.ScopedExecutor
-import com.google.mlkit.vision.demo.VisionImageProcessor
-import com.google.mlkit.vision.demo.preference.PreferenceUtils
-import java.nio.ByteBuffer
-import java.util.Timer
-import java.util.TimerTask
-
-/**
- * Abstract base class for ML Kit frame processors. Subclasses need to implement {@link
- * #onSuccess(T, FrameMetadata, GraphicOverlay)} to define what they want to with the detection
- * results and {@link #detectInImage(VisionImage)} to specify the detector object.
- *
- * @param The type of the detected feature.
- */
-abstract class VisionProcessorBase(context: Context) : VisionImageProcessor {
-
- companion object {
- const val MANUAL_TESTING_LOG = "LogTagForTest"
- private const val TAG = "VisionProcessorBase"
- }
-
- private var activityManager: ActivityManager =
- context.getSystemService(Context.ACTIVITY_SERVICE) as ActivityManager
- private val fpsTimer = Timer()
- private val executor = ScopedExecutor(TaskExecutors.MAIN_THREAD)
-
- // Whether this processor is already shut down
- private var isShutdown = false
-
- // Used to calculate latency, running in the same thread, no sync needed.
- private var numRuns = 0
- private var totalFrameMs = 0L
- private var maxFrameMs = 0L
- private var minFrameMs = Long.MAX_VALUE
- private var totalDetectorMs = 0L
- private var maxDetectorMs = 0L
- private var minDetectorMs = Long.MAX_VALUE
-
- // Frame count that have been processed so far in an one second interval to calculate FPS.
- private var frameProcessedInOneSecondInterval = 0
- private var framesPerSecond = 0
-
- // To keep the latest images and its metadata.
- @GuardedBy("this")
- private var latestImage: ByteBuffer? = null
- @GuardedBy("this")
- private var latestImageMetaData: FrameMetadata? = null
- // To keep the images and metadata in process.
- @GuardedBy("this")
- private var processingImage: ByteBuffer? = null
- @GuardedBy("this")
- private var processingMetaData: FrameMetadata? = null
-
- init {
- fpsTimer.scheduleAtFixedRate(
- object : TimerTask() {
- override fun run() {
- framesPerSecond = frameProcessedInOneSecondInterval
- frameProcessedInOneSecondInterval = 0
- }
- },
- 0,
- 1000
- )
- }
-
- // -----------------Code for processing single still image----------------------------------------
- override fun processBitmap(bitmap: Bitmap?, graphicOverlay: GraphicOverlay) {
- val frameStartMs = SystemClock.elapsedRealtime()
- requestDetectInImage(
- InputImage.fromBitmap(bitmap!!, 0),
- graphicOverlay, /* originalCameraImage= */
- null, /* shouldShowFps= */
- false,
- frameStartMs
- )
- }
-
- // -----------------Code for processing live preview frame from Camera1 API-----------------------
- @Synchronized
- override fun processByteBuffer(
- data: ByteBuffer?,
- frameMetadata: FrameMetadata?,
- graphicOverlay: GraphicOverlay
- ) {
- latestImage = data
- latestImageMetaData = frameMetadata
- if (processingImage == null && processingMetaData == null) {
- processLatestImage(graphicOverlay)
- }
- }
-
- @Synchronized
- private fun processLatestImage(graphicOverlay: GraphicOverlay) {
- processingImage = latestImage
- processingMetaData = latestImageMetaData
- latestImage = null
- latestImageMetaData = null
- if (processingImage != null && processingMetaData != null && !isShutdown) {
- processImage(processingImage!!, processingMetaData!!, graphicOverlay)
- }
- }
-
- private fun processImage(
- data: ByteBuffer,
- frameMetadata: FrameMetadata,
- graphicOverlay: GraphicOverlay
- ) {
- val frameStartMs = SystemClock.elapsedRealtime()
- // If live viewport is on (that is the underneath surface view takes care of the camera preview
- // drawing), skip the unnecessary bitmap creation that used for the manual preview drawing.
- val bitmap =
- if (PreferenceUtils.isCameraLiveViewportEnabled(graphicOverlay.context)) null
- else BitmapUtils.getBitmap(data, frameMetadata)
- requestDetectInImage(
- InputImage.fromByteBuffer(
- data,
- frameMetadata.width,
- frameMetadata.height,
- frameMetadata.rotation,
- InputImage.IMAGE_FORMAT_NV21
- ),
- graphicOverlay,
- bitmap, /* shouldShowFps= */
- true,
- frameStartMs
- )
- .addOnSuccessListener(executor) { processLatestImage(graphicOverlay) }
- }
-
- // -----------------Code for processing live preview frame from CameraX API-----------------------
- @RequiresApi(VERSION_CODES.KITKAT)
- @ExperimentalGetImage
- override fun processImageProxy(image: ImageProxy, graphicOverlay: GraphicOverlay) {
- val frameStartMs = SystemClock.elapsedRealtime()
- if (isShutdown) {
- return
- }
- var bitmap: Bitmap? = null
- if (!PreferenceUtils.isCameraLiveViewportEnabled(graphicOverlay.context)) {
- bitmap = BitmapUtils.getBitmap(image)
- }
- requestDetectInImage(
- InputImage.fromMediaImage(image.image!!, image.imageInfo.rotationDegrees),
- graphicOverlay, /* originalCameraImage= */
- bitmap, /* shouldShowFps= */
- true,
- frameStartMs
- )
- // When the image is from CameraX analysis use case, must call image.close() on received
- // images when finished using them. Otherwise, new images may not be received or the camera
- // may stall.
- .addOnCompleteListener { image.close() }
- }
-
- // -----------------Common processing logic-------------------------------------------------------
- private fun requestDetectInImage(
- image: InputImage,
- graphicOverlay: GraphicOverlay,
- originalCameraImage: Bitmap?,
- shouldShowFps: Boolean,
- frameStartMs: Long
- ): Task {
- val detectorStartMs = SystemClock.elapsedRealtime()
- return detectInImage(image).addOnSuccessListener(executor) { results: T ->
- val endMs = SystemClock.elapsedRealtime()
- val currentFrameLatencyMs = endMs - frameStartMs
- val currentDetectorLatencyMs = endMs - detectorStartMs
- if (numRuns >= 500) {
- resetLatencyStats()
- }
- numRuns++
- frameProcessedInOneSecondInterval++
- totalFrameMs += currentFrameLatencyMs
- maxFrameMs = Math.max(currentFrameLatencyMs, maxFrameMs)
- minFrameMs = Math.min(currentFrameLatencyMs, minFrameMs)
- totalDetectorMs += currentDetectorLatencyMs
- maxDetectorMs = Math.max(currentDetectorLatencyMs, maxDetectorMs)
- minDetectorMs = Math.min(currentDetectorLatencyMs, minDetectorMs)
-
- // Only log inference info once per second. When frameProcessedInOneSecondInterval is
- // equal to 1, it means this is the first frame processed during the current second.
- if (frameProcessedInOneSecondInterval == 1) {
- Log.d(TAG, "Num of Runs: $numRuns")
- Log.d(
- TAG,
- "Frame latency: max=$maxFrameMs, min=$minFrameMs, avg=" +
- (totalFrameMs / numRuns)
- )
- Log.d(
- TAG,
- "Detector latency: max=$maxDetectorMs, min=$minDetectorMs, avg=" +
- (totalDetectorMs / numRuns)
- )
- val mi = ActivityManager.MemoryInfo()
- activityManager.getMemoryInfo(mi)
- val availableMegs = mi.availMem / 0x100000L
- Log.d(TAG, "Memory available in system: $availableMegs MB")
- }
- graphicOverlay.clear()
- if (originalCameraImage != null) {
- graphicOverlay.add(
- CameraImageGraphic(
- graphicOverlay,
- originalCameraImage
- )
- )
- }
- this@VisionProcessorBase.onSuccess(results, graphicOverlay)
- if (!PreferenceUtils.shouldHideDetectionInfo(graphicOverlay.context)) {
- graphicOverlay.add(
- InferenceInfoGraphic(
- graphicOverlay,
- currentFrameLatencyMs,
- currentDetectorLatencyMs,
- if (shouldShowFps) framesPerSecond else null
- )
- )
- }
- graphicOverlay.postInvalidate()
- }
- .addOnFailureListener(executor) { e: Exception ->
- graphicOverlay.clear()
- graphicOverlay.postInvalidate()
- Toast.makeText(
- graphicOverlay.context,
- "Failed to process.\nError: " +
- e.localizedMessage +
- "\nCause: " +
- e.cause,
- Toast.LENGTH_LONG
- )
- .show()
- e.printStackTrace()
- this@VisionProcessorBase.onFailure(e)
- }
- }
-
- override fun stop() {
- executor.shutdown()
- isShutdown = true
- resetLatencyStats()
- fpsTimer.cancel()
- }
-
- private fun resetLatencyStats() {
- numRuns = 0
- totalFrameMs = 0
- maxFrameMs = 0
- minFrameMs = Long.MAX_VALUE
- totalDetectorMs = 0
- maxDetectorMs = 0
- minDetectorMs = Long.MAX_VALUE
- }
-
- protected abstract fun detectInImage(image: InputImage): Task
-
- protected abstract fun onSuccess(results: T, graphicOverlay: GraphicOverlay)
-
- protected abstract fun onFailure(e: Exception)
-}
diff --git a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/barcodescanner/BarcodeGraphic.kt b/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/barcodescanner/BarcodeGraphic.kt
deleted file mode 100644
index d33a931..0000000
--- a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/barcodescanner/BarcodeGraphic.kt
+++ /dev/null
@@ -1,89 +0,0 @@
-/*
- * Copyright 2020 Google LLC. All rights reserved.
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- * http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package com.google.mlkit.vision.demo.kotlin.barcodescanner
-
-import android.graphics.Canvas
-import android.graphics.Color
-import android.graphics.Paint
-import android.graphics.RectF
-import com.google.mlkit.vision.barcode.Barcode
-import com.google.mlkit.vision.demo.GraphicOverlay
-import com.google.mlkit.vision.demo.GraphicOverlay.Graphic
-import kotlin.math.max
-import kotlin.math.min
-
-/** Graphic instance for rendering Barcode position and content information in an overlay view. */
-class BarcodeGraphic constructor(overlay: GraphicOverlay?, private val barcode: Barcode?) :
- Graphic(overlay) {
- private val rectPaint: Paint = Paint()
- private val barcodePaint: Paint
- private val labelPaint: Paint
-
- init {
- rectPaint.color = MARKER_COLOR
- rectPaint.style = Paint.Style.STROKE
- rectPaint.strokeWidth = STROKE_WIDTH
- barcodePaint = Paint()
- barcodePaint.color = TEXT_COLOR
- barcodePaint.textSize = TEXT_SIZE
- labelPaint = Paint()
- labelPaint.color = MARKER_COLOR
- labelPaint.style = Paint.Style.FILL
- }
-
- /**
- * Draws the barcode block annotations for position, size, and raw value on the supplied canvas.
- */
- override fun draw(canvas: Canvas) {
- checkNotNull(barcode) { "Attempting to draw a null barcode." }
- // Draws the bounding box around the BarcodeBlock.
- val rect = RectF(barcode.boundingBox)
- // If the image is flipped, the left will be translated to right, and the right to left.
- val x0 = translateX(rect.left)
- val x1 = translateX(rect.right)
- rect.left = min(x0, x1)
- rect.right = max(x0, x1)
- rect.top = translateY(rect.top)
- rect.bottom = translateY(rect.bottom)
- canvas.drawRect(rect, rectPaint)
- // Draws other object info.
- val lineHeight =
- TEXT_SIZE + 2 * STROKE_WIDTH
- val textWidth = barcodePaint.measureText(barcode.rawValue)
- canvas.drawRect(
- rect.left - STROKE_WIDTH,
- rect.top - lineHeight,
- rect.left + textWidth + 2 * STROKE_WIDTH,
- rect.top,
- labelPaint
- )
- // Renders the barcode at the bottom of the box.
- canvas.drawText(
- barcode.rawValue!!,
- rect.left,
- rect.top - STROKE_WIDTH,
- barcodePaint
- )
- }
-
- companion object {
- private const val TEXT_COLOR = Color.BLACK
- private const val MARKER_COLOR = Color.WHITE
- private const val TEXT_SIZE = 54.0f
- private const val STROKE_WIDTH = 4.0f
- }
-}
diff --git a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/barcodescanner/BarcodeScannerProcessor.kt b/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/barcodescanner/BarcodeScannerProcessor.kt
deleted file mode 100644
index a4d644a..0000000
--- a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/barcodescanner/BarcodeScannerProcessor.kt
+++ /dev/null
@@ -1,162 +0,0 @@
-/*
- * Copyright 2020 Google LLC. All rights reserved.
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- * http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package com.google.mlkit.vision.demo.kotlin.barcodescanner
-
-import android.content.Context
-import android.util.Log
-import com.google.android.gms.tasks.Task
-import com.google.mlkit.vision.barcode.Barcode
-import com.google.mlkit.vision.barcode.BarcodeScanner
-import com.google.mlkit.vision.barcode.BarcodeScanning
-import com.google.mlkit.vision.common.InputImage
-import com.google.mlkit.vision.demo.GraphicOverlay
-import com.google.mlkit.vision.demo.kotlin.VisionProcessorBase
-
-/** Barcode Detector Demo. */
-class BarcodeScannerProcessor(context: Context) : VisionProcessorBase>(context) {
-
- // Note that if you know which format of barcode your app is dealing with, detection will be
- // faster to specify the supported barcode formats one by one, e.g.
- // BarcodeScannerOptions.Builder()
- // .setBarcodeFormats(Barcode.FORMAT_QR_CODE)
- // .build();
- private val barcodeScanner: BarcodeScanner = BarcodeScanning.getClient()
-
- override fun stop() {
- super.stop()
- barcodeScanner.close()
- }
-
- override fun detectInImage(image: InputImage): Task> {
- return barcodeScanner.process(image)
- }
-
- override fun onSuccess(barcodes: List, graphicOverlay: GraphicOverlay) {
- if (barcodes.isEmpty()) {
- Log.v(MANUAL_TESTING_LOG, "No barcode has been detected")
- }
- for (i in barcodes.indices) {
- val barcode = barcodes[i]
- graphicOverlay.add(BarcodeGraphic(graphicOverlay, barcode))
- logExtrasForTesting(barcode)
- }
- }
-
- override fun onFailure(e: Exception) {
- Log.e(TAG, "Barcode detection failed $e")
- }
-
- companion object {
- private const val TAG = "BarcodeProcessor"
-
- private fun logExtrasForTesting(barcode: Barcode?) {
- if (barcode != null) {
- Log.v(
- MANUAL_TESTING_LOG,
- String.format(
- "Detected barcode's bounding box: %s",
- barcode.boundingBox!!.flattenToString()
- )
- )
- Log.v(
- MANUAL_TESTING_LOG,
- String.format(
- "Expected corner point size is 4, get %d",
- barcode.cornerPoints!!.size
- )
- )
- for (point in barcode.cornerPoints!!) {
- Log.v(
- MANUAL_TESTING_LOG,
- String.format(
- "Corner point is located at: x = %d, y = %d",
- point.x,
- point.y
- )
- )
- }
- Log.v(
- MANUAL_TESTING_LOG,
- "barcode display value: " + barcode.displayValue
- )
- Log.v(
- MANUAL_TESTING_LOG,
- "barcode raw value: " + barcode.rawValue
- )
- val dl = barcode.driverLicense
- if (dl != null) {
- Log.v(
- MANUAL_TESTING_LOG,
- "driver license city: " + dl.addressCity
- )
- Log.v(
- MANUAL_TESTING_LOG,
- "driver license state: " + dl.addressState
- )
- Log.v(
- MANUAL_TESTING_LOG,
- "driver license street: " + dl.addressStreet
- )
- Log.v(
- MANUAL_TESTING_LOG,
- "driver license zip code: " + dl.addressZip
- )
- Log.v(
- MANUAL_TESTING_LOG,
- "driver license birthday: " + dl.birthDate
- )
- Log.v(
- MANUAL_TESTING_LOG,
- "driver license document type: " + dl.documentType
- )
- Log.v(
- MANUAL_TESTING_LOG,
- "driver license expiry date: " + dl.expiryDate
- )
- Log.v(
- MANUAL_TESTING_LOG,
- "driver license first name: " + dl.firstName
- )
- Log.v(
- MANUAL_TESTING_LOG,
- "driver license middle name: " + dl.middleName
- )
- Log.v(
- MANUAL_TESTING_LOG,
- "driver license last name: " + dl.lastName
- )
- Log.v(
- MANUAL_TESTING_LOG,
- "driver license gender: " + dl.gender
- )
- Log.v(
- MANUAL_TESTING_LOG,
- "driver license issue date: " + dl.issueDate
- )
- Log.v(
- MANUAL_TESTING_LOG,
- "driver license issue country: " + dl.issuingCountry
- )
- Log.v(
- MANUAL_TESTING_LOG,
- "driver license number: " + dl.licenseNumber
- )
- }
- }
- }
- }
-}
diff --git a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/objectdetector/ObjectDetectorProcessor.kt b/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/objectdetector/ObjectDetectorProcessor.kt
deleted file mode 100644
index f3b2553..0000000
--- a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/objectdetector/ObjectDetectorProcessor.kt
+++ /dev/null
@@ -1,67 +0,0 @@
-/*
- * Copyright 2020 Google LLC. All rights reserved.
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- * http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package com.google.mlkit.vision.demo.kotlin.objectdetector
-
-import android.content.Context
-import android.util.Log
-import com.google.android.gms.tasks.Task
-import com.google.mlkit.vision.common.InputImage
-import com.google.mlkit.vision.demo.GraphicOverlay
-import com.google.mlkit.vision.demo.kotlin.VisionProcessorBase
-import com.google.mlkit.vision.objects.DetectedObject
-import com.google.mlkit.vision.objects.ObjectDetection
-import com.google.mlkit.vision.objects.ObjectDetector
-import com.google.mlkit.vision.objects.ObjectDetectorOptionsBase
-import java.io.IOException
-
-/** A processor to run object detector. */
-class ObjectDetectorProcessor(context: Context, options: ObjectDetectorOptionsBase) :
- VisionProcessorBase>(context) {
-
- private val detector: ObjectDetector = ObjectDetection.getClient(options)
-
- override fun stop() {
- super.stop()
- try {
- detector.close()
- } catch (e: IOException) {
- Log.e(
- TAG,
- "Exception thrown while trying to close object detector!",
- e
- )
- }
- }
-
- override fun detectInImage(image: InputImage): Task> {
- return detector.process(image)
- }
-
- override fun onSuccess(results: List, graphicOverlay: GraphicOverlay) {
- for (result in results) {
- graphicOverlay.add(ObjectGraphic(graphicOverlay, result))
- }
- }
-
- override fun onFailure(e: Exception) {
- Log.e(TAG, "Object detection failed!", e)
- }
-
- companion object {
- private const val TAG = "ObjectDetectorProcessor"
- }
-}
diff --git a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/objectdetector/ObjectGraphic.kt b/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/objectdetector/ObjectGraphic.kt
deleted file mode 100644
index 445ee76..0000000
--- a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/objectdetector/ObjectGraphic.kt
+++ /dev/null
@@ -1,154 +0,0 @@
-/*
- * Copyright 2020 Google LLC. All rights reserved.
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- * http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package com.google.mlkit.vision.demo.kotlin.objectdetector
-
-import android.graphics.Canvas
-import android.graphics.Color
-import android.graphics.Paint
-import android.graphics.RectF
-import com.google.mlkit.vision.demo.GraphicOverlay
-import com.google.mlkit.vision.demo.GraphicOverlay.Graphic
-import com.google.mlkit.vision.objects.DetectedObject
-import java.util.Locale
-import kotlin.math.abs
-import kotlin.math.max
-import kotlin.math.min
-
-/** Draw the detected object info in preview. */
-class ObjectGraphic constructor(
- overlay: GraphicOverlay,
- private val detectedObject: DetectedObject
-) : Graphic(overlay) {
-
- private val numColors = COLORS.size
-
- private val boxPaints = Array(numColors) { Paint() }
- private val textPaints = Array(numColors) { Paint() }
- private val labelPaints = Array(numColors) { Paint() }
-
- init {
- for (i in 0 until numColors) {
- textPaints[i] = Paint()
- textPaints[i].color = COLORS[i][0]
- textPaints[i].textSize = TEXT_SIZE
- boxPaints[i] = Paint()
- boxPaints[i].color = COLORS[i][1]
- boxPaints[i].style = Paint.Style.STROKE
- boxPaints[i].strokeWidth = STROKE_WIDTH
- labelPaints[i] = Paint()
- labelPaints[i].color = COLORS[i][1]
- labelPaints[i].style = Paint.Style.FILL
- }
- }
-
- override fun draw(canvas: Canvas) {
- // Decide color based on object tracking ID
- val colorID =
- if (detectedObject.trackingId == null) 0
- else abs(detectedObject.trackingId!! % NUM_COLORS)
- var textWidth =
- textPaints[colorID].measureText("Tracking ID: " + detectedObject.trackingId)
- val lineHeight = TEXT_SIZE + STROKE_WIDTH
- var yLabelOffset = -lineHeight
-
- // Calculate width and height of label box
- for (label in detectedObject.labels) {
- textWidth =
- max(textWidth, textPaints[colorID].measureText(label.text))
- textWidth = max(
- textWidth,
- textPaints[colorID].measureText(
- String.format(
- Locale.US,
- LABEL_FORMAT,
- label.confidence * 100,
- label.index
- )
- )
- )
- yLabelOffset -= 2 * lineHeight
- }
-
- // Draws the bounding box.
- val rect = RectF(detectedObject.boundingBox)
- val x0 = translateX(rect.left)
- val x1 = translateX(rect.right)
- rect.left = min(x0, x1)
- rect.right = max(x0, x1)
- rect.top = translateY(rect.top)
- rect.bottom = translateY(rect.bottom)
- canvas.drawRect(rect, boxPaints[colorID])
-
- // Draws other object info.
- canvas.drawRect(
- rect.left - STROKE_WIDTH,
- rect.top + yLabelOffset,
- rect.left + textWidth + 2 * STROKE_WIDTH,
- rect.top,
- labelPaints[colorID]
- )
- yLabelOffset += TEXT_SIZE
- canvas.drawText(
- "Tracking ID: " + detectedObject.trackingId,
- rect.left,
- rect.top + yLabelOffset,
- textPaints[colorID]
- )
- yLabelOffset += lineHeight
- for (label in detectedObject.labels) {
- canvas.drawText(
- label.text + " (index: " + label.index + ")",
- rect.left,
- rect.top + yLabelOffset,
- textPaints[colorID]
- )
- yLabelOffset += lineHeight
- canvas.drawText(
- String.format(
- Locale.US,
- LABEL_FORMAT,
- label.confidence * 100,
- label.index
- ),
- rect.left,
- rect.top + yLabelOffset,
- textPaints[colorID]
- )
- yLabelOffset += lineHeight
- }
- }
-
- companion object {
- private const val TEXT_SIZE = 54.0f
- private const val STROKE_WIDTH = 4.0f
- private const val NUM_COLORS = 10
- private val COLORS =
- arrayOf(
- intArrayOf(Color.BLACK, Color.WHITE),
- intArrayOf(Color.WHITE, Color.MAGENTA),
- intArrayOf(Color.BLACK, Color.LTGRAY),
- intArrayOf(Color.WHITE, Color.RED),
- intArrayOf(Color.WHITE, Color.BLUE),
- intArrayOf(Color.WHITE, Color.DKGRAY),
- intArrayOf(Color.BLACK, Color.CYAN),
- intArrayOf(Color.BLACK, Color.YELLOW),
- intArrayOf(Color.WHITE, Color.BLACK),
- intArrayOf(Color.BLACK, Color.GREEN)
- )
- private const val LABEL_FORMAT = "%.2f%% confidence (index: %d)"
- }
-}
diff --git a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/posedetector/PoseDetectorProcessor.kt b/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/posedetector/PoseDetectorProcessor.kt
deleted file mode 100644
index 22c392b..0000000
--- a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/posedetector/PoseDetectorProcessor.kt
+++ /dev/null
@@ -1,103 +0,0 @@
-/*
- * Copyright 2020 Google LLC. All rights reserved.
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- * http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package com.google.mlkit.vision.demo.kotlin.posedetector
-
-import android.content.Context
-import android.util.Log
-import com.google.android.gms.tasks.Task
-import com.google.mlkit.vision.common.InputImage
-import com.google.mlkit.vision.demo.GraphicOverlay
-import com.google.mlkit.vision.demo.kotlin.posedetector.classification.PoseClassifierProcessor
-import com.google.mlkit.vision.demo.kotlin.VisionProcessorBase
-import com.google.mlkit.vision.pose.Pose
-import com.google.mlkit.vision.pose.PoseDetection
-import com.google.mlkit.vision.pose.PoseDetector
-import com.google.mlkit.vision.pose.PoseDetectorOptionsBase
-import java.util.ArrayList
-import java.util.concurrent.Executor
-import java.util.concurrent.Executors
-
-/** A processor to run pose detector. */
-class PoseDetectorProcessor(
- private val context: Context,
- options: PoseDetectorOptionsBase,
- private val showInFrameLikelihood: Boolean,
- private val visualizeZ: Boolean,
- private val rescaleZForVisualization: Boolean,
- private val runClassification: Boolean,
- private val isStreamMode: Boolean
-) : VisionProcessorBase(context) {
-
- private val detector: PoseDetector
- private val classificationExecutor: Executor
-
- private var poseClassifierProcessor: PoseClassifierProcessor? = null
-
- /**
- * Internal class to hold Pose and classification results.
- */
- class PoseWithClassification(val pose: Pose, val classificationResult: List)
- init {
- detector = PoseDetection.getClient(options)
- classificationExecutor = Executors.newSingleThreadExecutor()
- }
-
- override fun stop() {
- super.stop()
- detector.close()
- }
-
- override
- fun detectInImage(image: InputImage): Task {
- return detector
- .process(image)
- .continueWith(
- classificationExecutor,
- { task ->
- val pose = task.getResult()
- var classificationResult: List = ArrayList()
- if (runClassification) {
- if (poseClassifierProcessor == null) {
- poseClassifierProcessor = PoseClassifierProcessor(context, isStreamMode)
- }
- classificationResult = poseClassifierProcessor!!.getPoseResult(pose)
- }
- PoseWithClassification(pose, classificationResult)
- }
- )
- }
-
- override fun onSuccess(
- poseWithClassification: PoseWithClassification,
- graphicOverlay: GraphicOverlay
- ) {
- graphicOverlay.add(
- PoseGraphic(
- graphicOverlay, poseWithClassification.pose, showInFrameLikelihood, visualizeZ,
- rescaleZForVisualization, poseWithClassification.classificationResult
- )
- )
- }
-
- override fun onFailure(e: Exception) {
- Log.e(TAG, "Pose detection failed!", e)
- }
-
- companion object {
- private val TAG = "PoseDetectorProcessor"
- }
-}
diff --git a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/posedetector/PoseGraphic.kt b/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/posedetector/PoseGraphic.kt
deleted file mode 100644
index b179277..0000000
--- a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/posedetector/PoseGraphic.kt
+++ /dev/null
@@ -1,232 +0,0 @@
-/*
- * Copyright 2020 Google LLC. All rights reserved.
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- * http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package com.google.mlkit.vision.demo.kotlin.posedetector
-
-import android.graphics.Canvas
-import android.graphics.Color
-import android.graphics.Paint
-import com.google.common.primitives.Ints
-import com.google.mlkit.vision.demo.GraphicOverlay
-import com.google.mlkit.vision.demo.GraphicOverlay.Graphic
-import com.google.mlkit.vision.pose.Pose
-import com.google.mlkit.vision.pose.PoseLandmark
-import java.lang.Math.max
-import java.lang.Math.min
-import java.util.Locale
-
-/** Draw the detected pose in preview. */
-class PoseGraphic internal constructor(
- overlay: GraphicOverlay,
- private val pose: Pose,
- private val showInFrameLikelihood: Boolean,
- private val visualizeZ: Boolean,
- private val rescaleZForVisualization: Boolean,
- private val poseClassification: List
-) : Graphic(overlay) {
- private var zMin = java.lang.Float.MAX_VALUE
- private var zMax = java.lang.Float.MIN_VALUE
- private val classificationTextPaint: Paint
- private val leftPaint: Paint
- private val rightPaint: Paint
- private val whitePaint: Paint
-
- init {
- classificationTextPaint = Paint()
- classificationTextPaint.color = Color.WHITE
- classificationTextPaint.textSize = POSE_CLASSIFICATION_TEXT_SIZE
- classificationTextPaint.setShadowLayer(5.0f, 0f, 0f, Color.BLACK)
-
- whitePaint = Paint()
- whitePaint.strokeWidth = STROKE_WIDTH
- whitePaint.color = Color.WHITE
- whitePaint.textSize = IN_FRAME_LIKELIHOOD_TEXT_SIZE
- leftPaint = Paint()
- leftPaint.strokeWidth = STROKE_WIDTH
- leftPaint.color = Color.GREEN
- rightPaint = Paint()
- rightPaint.strokeWidth = STROKE_WIDTH
- rightPaint.color = Color.YELLOW
- }
-
- override fun draw(canvas: Canvas) {
- val landmarks = pose.allPoseLandmarks
- if (landmarks.isEmpty()) {
- return
- }
-
- // Draw pose classification text.
- val classificationX = POSE_CLASSIFICATION_TEXT_SIZE * 0.5f
- for (i in poseClassification.indices) {
- val classificationY = canvas.height - (
- POSE_CLASSIFICATION_TEXT_SIZE * 1.5f * (poseClassification.size - i).toFloat()
- )
- canvas.drawText(
- poseClassification[i],
- classificationX,
- classificationY,
- classificationTextPaint
- )
- }
-
- // Draw all the points
- for (landmark in landmarks) {
- drawPoint(canvas, landmark, whitePaint)
- if (visualizeZ && rescaleZForVisualization) {
- zMin = min(zMin, landmark.position3D.z)
- zMax = max(zMax, landmark.position3D.z)
- }
- }
-
- val leftShoulder = pose.getPoseLandmark(PoseLandmark.LEFT_SHOULDER)
- val rightShoulder = pose.getPoseLandmark(PoseLandmark.RIGHT_SHOULDER)
- val leftElbow = pose.getPoseLandmark(PoseLandmark.LEFT_ELBOW)
- val rightElbow = pose.getPoseLandmark(PoseLandmark.RIGHT_ELBOW)
- val leftWrist = pose.getPoseLandmark(PoseLandmark.LEFT_WRIST)
- val rightWrist = pose.getPoseLandmark(PoseLandmark.RIGHT_WRIST)
- val leftHip = pose.getPoseLandmark(PoseLandmark.LEFT_HIP)
- val rightHip = pose.getPoseLandmark(PoseLandmark.RIGHT_HIP)
- val leftKnee = pose.getPoseLandmark(PoseLandmark.LEFT_KNEE)
- val rightKnee = pose.getPoseLandmark(PoseLandmark.RIGHT_KNEE)
- val leftAnkle = pose.getPoseLandmark(PoseLandmark.LEFT_ANKLE)
- val rightAnkle = pose.getPoseLandmark(PoseLandmark.RIGHT_ANKLE)
-
- val leftPinky = pose.getPoseLandmark(PoseLandmark.LEFT_PINKY)
- val rightPinky = pose.getPoseLandmark(PoseLandmark.RIGHT_PINKY)
- val leftIndex = pose.getPoseLandmark(PoseLandmark.LEFT_INDEX)
- val rightIndex = pose.getPoseLandmark(PoseLandmark.RIGHT_INDEX)
- val leftThumb = pose.getPoseLandmark(PoseLandmark.LEFT_THUMB)
- val rightThumb = pose.getPoseLandmark(PoseLandmark.RIGHT_THUMB)
- val leftHeel = pose.getPoseLandmark(PoseLandmark.LEFT_HEEL)
- val rightHeel = pose.getPoseLandmark(PoseLandmark.RIGHT_HEEL)
- val leftFootIndex = pose.getPoseLandmark(PoseLandmark.LEFT_FOOT_INDEX)
- val rightFootIndex = pose.getPoseLandmark(PoseLandmark.RIGHT_FOOT_INDEX)
-
- drawLine(canvas, leftShoulder, rightShoulder, whitePaint)
- drawLine(canvas, leftHip, rightHip, whitePaint)
- // Left body
- drawLine(canvas, leftShoulder, leftElbow, leftPaint)
- drawLine(canvas, leftElbow, leftWrist, leftPaint)
- drawLine(canvas, leftShoulder, leftHip, leftPaint)
- drawLine(canvas, leftHip, leftKnee, leftPaint)
- drawLine(canvas, leftKnee, leftAnkle, leftPaint)
- drawLine(canvas, leftWrist, leftThumb, leftPaint)
- drawLine(canvas, leftWrist, leftPinky, leftPaint)
- drawLine(canvas, leftWrist, leftIndex, leftPaint)
- drawLine(canvas, leftIndex, leftPinky, leftPaint)
- drawLine(canvas, leftAnkle, leftHeel, leftPaint)
- drawLine(canvas, leftHeel, leftFootIndex, leftPaint)
- // Right body
- drawLine(canvas, rightShoulder, rightElbow, rightPaint)
- drawLine(canvas, rightElbow, rightWrist, rightPaint)
- drawLine(canvas, rightShoulder, rightHip, rightPaint)
- drawLine(canvas, rightHip, rightKnee, rightPaint)
- drawLine(canvas, rightKnee, rightAnkle, rightPaint)
- drawLine(canvas, rightWrist, rightThumb, rightPaint)
- drawLine(canvas, rightWrist, rightPinky, rightPaint)
- drawLine(canvas, rightWrist, rightIndex, rightPaint)
- drawLine(canvas, rightIndex, rightPinky, rightPaint)
- drawLine(canvas, rightAnkle, rightHeel, rightPaint)
- drawLine(canvas, rightHeel, rightFootIndex, rightPaint)
-
- // Draw inFrameLikelihood for all points
- if (showInFrameLikelihood) {
- for (landmark in landmarks) {
- canvas.drawText(
- String.format(Locale.US, "%.2f", landmark.inFrameLikelihood),
- translateX(landmark.position.x),
- translateY(landmark.position.y),
- whitePaint
- )
- }
- }
- }
-
- internal fun drawPoint(canvas: Canvas, landmark: PoseLandmark, paint: Paint) {
- val point = landmark.position
- canvas.drawCircle(translateX(point.x), translateY(point.y), DOT_RADIUS, paint)
- }
-
- internal fun drawLine(
- canvas: Canvas,
- startLandmark: PoseLandmark?,
- endLandmark: PoseLandmark?,
- paint: Paint
- ) {
- // When visualizeZ is true, sets up the paint to draw body line in different colors based on
- // their z values.
- if (visualizeZ) {
- val start = startLandmark!!.position3D
- val end = endLandmark!!.position3D
-
- // Gets the range of z value.
- val zLowerBoundInScreenPixel: Float
- val zUpperBoundInScreenPixel: Float
-
- if (rescaleZForVisualization) {
- zLowerBoundInScreenPixel = min(-0.001f, scale(zMin))
- zUpperBoundInScreenPixel = max(0.001f, scale(zMax))
- } else {
- // By default, assume the range of z value in screen pixel is [-canvasWidth, canvasWidth].
- val defaultRangeFactor = 1f
- zLowerBoundInScreenPixel = -defaultRangeFactor * canvas.width
- zUpperBoundInScreenPixel = defaultRangeFactor * canvas.width
- }
-
- // Gets average z for the current body line
- val avgZInImagePixel = (start.z + end.z) / 2
- val zInScreenPixel = scale(avgZInImagePixel)
-
- if (zInScreenPixel < 0) {
- // Sets up the paint to draw the body line in red if it is in front of the z origin.
- // Maps values within [zLowerBoundInScreenPixel, 0) to [255, 0) and use it to control the
- // color. The larger the value is, the more red it will be.
- var v = (zInScreenPixel / zLowerBoundInScreenPixel * 255).toInt()
- v = Ints.constrainToRange(v, 0, 255)
- paint.setARGB(255, 255, 255 - v, 255 - v)
- } else {
- // Sets up the paint to draw the body line in blue if it is behind the z origin.
- // Maps values within [0, zUpperBoundInScreenPixel] to [0, 255] and use it to control the
- // color. The larger the value is, the more blue it will be.
- var v = (zInScreenPixel / zUpperBoundInScreenPixel * 255).toInt()
- v = Ints.constrainToRange(v, 0, 255)
- paint.setARGB(255, 255 - v, 255 - v, 255)
- }
-
- canvas.drawLine(
- translateX(start.x),
- translateY(start.y),
- translateX(end.x),
- translateY(end.y),
- paint
- )
- } else {
- val start = startLandmark!!.position
- val end = endLandmark!!.position
- canvas.drawLine(
- translateX(start.x), translateY(start.y), translateX(end.x), translateY(end.y), paint
- )
- }
- }
-
- companion object {
-
- private val DOT_RADIUS = 8.0f
- private val IN_FRAME_LIKELIHOOD_TEXT_SIZE = 30.0f
- private val STROKE_WIDTH = 10.0f
- private val POSE_CLASSIFICATION_TEXT_SIZE = 60.0f
- }
-}
diff --git a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/posedetector/classification/ClassificationResult.java b/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/posedetector/classification/ClassificationResult.java
deleted file mode 100644
index 56fadff..0000000
--- a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/posedetector/classification/ClassificationResult.java
+++ /dev/null
@@ -1,61 +0,0 @@
-/*
- * Copyright 2020 Google LLC. All rights reserved.
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- * http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package com.google.mlkit.vision.demo.kotlin.posedetector.classification;
-
-import java.util.HashMap;
-import java.util.Map;
-import java.util.Set;
-
-import static java.util.Collections.max;
-
-/**
- * Represents Pose classification result as outputted by {@link PoseClassifier}. Can be manipulated.
- */
-public class ClassificationResult {
- // For an entry in this map, the key is the class name, and the value is how many times this class
- // appears in the top K nearest neighbors. The value is in range [0, K] and could be a float after
- // EMA smoothing. We use this number to represent the confidence of a pose being in this class.
- private final Map classConfidences;
-
- public ClassificationResult() {
- classConfidences = new HashMap<>();
- }
-
- public Set getAllClasses() {
- return classConfidences.keySet();
- }
-
- public float getClassConfidence(String className) {
- return classConfidences.containsKey(className) ? classConfidences.get(className) : 0;
- }
-
- public String getMaxConfidenceClass() {
- return max(
- classConfidences.entrySet(),
- (entry1, entry2) -> (int) (entry1.getValue() - entry2.getValue()))
- .getKey();
- }
-
- public void incrementClassConfidence(String className) {
- classConfidences.put(className,
- classConfidences.containsKey(className) ? classConfidences.get(className) + 1 : 1);
- }
-
- public void putClassConfidence(String className, float confidence) {
- classConfidences.put(className, confidence);
- }
-}
diff --git a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/posedetector/classification/EMASmoothing.java b/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/posedetector/classification/EMASmoothing.java
deleted file mode 100644
index 4f6ebab..0000000
--- a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/posedetector/classification/EMASmoothing.java
+++ /dev/null
@@ -1,79 +0,0 @@
-/*
- * Copyright 2020 Google LLC. All rights reserved.
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- * http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package com.google.mlkit.vision.demo.kotlin.posedetector.classification;
-
-import java.util.Deque;
-import java.util.HashSet;
-import java.util.Set;
-import java.util.concurrent.LinkedBlockingDeque;
-
-/**
- * Runs EMA smoothing over a window with given stream of pose classification results.
- */
-public class EMASmoothing {
- private static final int DEFAULT_WINDOW_SIZE = 10;
- private static final float DEFAULT_ALPHA = 0.2f;
-
- private final int windowSize;
- private final float alpha;
- // This is a window of {@link ClassificationResult}s as outputted by the {@link PoseClassifier}.
- // We run smoothing over this window of size {@link windowSize}.
- private final Deque window;
-
- public EMASmoothing() {
- this(DEFAULT_WINDOW_SIZE, DEFAULT_ALPHA);
- }
-
- public EMASmoothing(int windowSize, float alpha) {
- this.windowSize = windowSize;
- this.alpha = alpha;
- this.window = new LinkedBlockingDeque<>(windowSize);
- }
-
- public ClassificationResult getSmoothedResult(ClassificationResult classificationResult) {
- // If we are at window size, remove the last (oldest) result.
- if (window.size() == windowSize) {
- window.pollLast();
- }
- // Insert at the beginning of the window.
- window.addFirst(classificationResult);
-
- Set allClasses = new HashSet<>();
- for (ClassificationResult result : window) {
- allClasses.addAll(result.getAllClasses());
- }
-
- ClassificationResult smoothedResult = new ClassificationResult();
-
- for (String className : allClasses) {
- float factor = 1;
- float topSum = 0;
- float bottomSum = 0;
- for (ClassificationResult result : window) {
- float value = result.getClassConfidence(className);
-
- topSum += factor * value;
- bottomSum += factor;
-
- factor = (float) (factor * (1.0 - alpha));
- }
- smoothedResult.putClassConfidence(className, topSum / bottomSum);
- }
-
- return smoothedResult;
- }
-}
diff --git a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/posedetector/classification/PoseClassifier.java b/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/posedetector/classification/PoseClassifier.java
deleted file mode 100644
index c4196a9..0000000
--- a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/posedetector/classification/PoseClassifier.java
+++ /dev/null
@@ -1,172 +0,0 @@
-/*
- * Copyright 2020 Google LLC. All rights reserved.
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- * http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package com.google.mlkit.vision.demo.kotlin.posedetector.classification;
-
-import android.util.Pair;
-
-import com.google.mlkit.vision.common.PointF3D;
-import com.google.mlkit.vision.pose.Pose;
-import com.google.mlkit.vision.pose.PoseLandmark;
-
-import java.util.ArrayList;
-import java.util.List;
-import java.util.PriorityQueue;
-
-import static com.google.mlkit.vision.demo.kotlin.posedetector.classification.PoseEmbedding.getPoseEmbedding;
-import static com.google.mlkit.vision.demo.kotlin.posedetector.classification.Utils.maxAbs;
-import static com.google.mlkit.vision.demo.kotlin.posedetector.classification.Utils.multiply;
-import static com.google.mlkit.vision.demo.kotlin.posedetector.classification.Utils.multiplyAll;
-import static com.google.mlkit.vision.demo.kotlin.posedetector.classification.Utils.subtract;
-import static com.google.mlkit.vision.demo.kotlin.posedetector.classification.Utils.sumAbs;
-import static java.lang.Math.max;
-import static java.lang.Math.min;
-
-/**
- * Classifies {link Pose} based on given {@link PoseSample}s.
- *
- *
Inspired by K-Nearest Neighbors Algorithm with outlier filtering.
- * https://en.wikipedia.org/wiki/K-nearest_neighbors_algorithm
- */
-public class PoseClassifier {
- private static final String TAG = "PoseClassifier";
- private static final int MAX_DISTANCE_TOP_K = 30;
- private static final int MEAN_DISTANCE_TOP_K = 10;
- // Note Z has a lower weight as it is generally less accurate than X & Y.
- private static final PointF3D AXES_WEIGHTS = PointF3D.from(1, 1, 0.2f);
-
- private final List poseSamples;
- private final int maxDistanceTopK;
- private final int meanDistanceTopK;
- private final PointF3D axesWeights;
-
- public PoseClassifier(List poseSamples) {
- this(poseSamples, MAX_DISTANCE_TOP_K, MEAN_DISTANCE_TOP_K, AXES_WEIGHTS);
- }
-
- public PoseClassifier(List poseSamples, int maxDistanceTopK,
- int meanDistanceTopK, PointF3D axesWeights) {
- this.poseSamples = poseSamples;
- this.maxDistanceTopK = maxDistanceTopK;
- this.meanDistanceTopK = meanDistanceTopK;
- this.axesWeights = axesWeights;
- }
-
- private static List extractPoseLandmarks(Pose pose) {
- List landmarks = new ArrayList<>();
- for (PoseLandmark poseLandmark : pose.getAllPoseLandmarks()) {
- landmarks.add(poseLandmark.getPosition3D());
- }
- return landmarks;
- }
-
- /**
- * Returns the max range of confidence values.
- *
- *
landmarks) {
- ClassificationResult result = new ClassificationResult();
- // Return early if no landmarks detected.
- if (landmarks.isEmpty()) {
- return result;
- }
-
- // We do flipping on X-axis so we are horizontal (mirror) invariant.
- List flippedLandmarks = new ArrayList<>(landmarks);
- multiplyAll(flippedLandmarks, PointF3D.from(-1, 1, 1));
-
- List embedding = getPoseEmbedding(landmarks);
- List flippedEmbedding = getPoseEmbedding(flippedLandmarks);
-
-
- // Classification is done in two stages:
- // * First we pick top-K samples by MAX distance. It allows to remove samples that are almost
- // the same as given pose, but maybe has few joints bent in the other direction.
- // * Then we pick top-K samples by MEAN distance. After outliers are removed, we pick samples
- // that are closest by average.
-
- // Keeps max distance on top so we can pop it when top_k size is reached.
- PriorityQueue> maxDistances = new PriorityQueue<>(
- maxDistanceTopK, (o1, o2) -> -Float.compare(o1.second, o2.second));
- // Retrieve top K poseSamples by least distance to remove outliers.
- for (PoseSample poseSample : poseSamples) {
- List sampleEmbedding = poseSample.getEmbedding();
-
- float originalMax = 0;
- float flippedMax = 0;
- for (int i = 0; i < embedding.size(); i++) {
- originalMax =
- max(
- originalMax,
- maxAbs(multiply(subtract(embedding.get(i), sampleEmbedding.get(i)), axesWeights)));
- flippedMax =
- max(
- flippedMax,
- maxAbs(
- multiply(
- subtract(flippedEmbedding.get(i), sampleEmbedding.get(i)), axesWeights)));
- }
- // Set the max distance as min of original and flipped max distance.
- maxDistances.add(new Pair<>(poseSample, min(originalMax, flippedMax)));
- // We only want to retain top n so pop the highest distance.
- if (maxDistances.size() > maxDistanceTopK) {
- maxDistances.poll();
- }
- }
-
- // Keeps higher mean distances on top so we can pop it when top_k size is reached.
- PriorityQueue> meanDistances = new PriorityQueue<>(
- meanDistanceTopK, (o1, o2) -> -Float.compare(o1.second, o2.second));
- // Retrive top K poseSamples by least mean distance to remove outliers.
- for (Pair sampleDistances : maxDistances) {
- PoseSample poseSample = sampleDistances.first;
- List sampleEmbedding = poseSample.getEmbedding();
-
- float originalSum = 0;
- float flippedSum = 0;
- for (int i = 0; i < embedding.size(); i++) {
- originalSum += sumAbs(multiply(
- subtract(embedding.get(i), sampleEmbedding.get(i)), axesWeights));
- flippedSum += sumAbs(
- multiply(subtract(flippedEmbedding.get(i), sampleEmbedding.get(i)), axesWeights));
- }
- // Set the mean distance as min of original and flipped mean distances.
- float meanDistance = min(originalSum, flippedSum) / (embedding.size() * 2);
- meanDistances.add(new Pair<>(poseSample, meanDistance));
- // We only want to retain top k so pop the highest mean distance.
- if (meanDistances.size() > meanDistanceTopK) {
- meanDistances.poll();
- }
- }
-
- for (Pair sampleDistances : meanDistances) {
- String className = sampleDistances.first.getClassName();
- result.incrementClassConfidence(className);
- }
-
- return result;
- }
-}
diff --git a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/posedetector/classification/PoseClassifierProcessor.java b/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/posedetector/classification/PoseClassifierProcessor.java
deleted file mode 100644
index 4ae5a57..0000000
--- a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/posedetector/classification/PoseClassifierProcessor.java
+++ /dev/null
@@ -1,152 +0,0 @@
-/*
- * Copyright 2020 Google LLC. All rights reserved.
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- * http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package com.google.mlkit.vision.demo.kotlin.posedetector.classification;
-
-import android.content.Context;
-import android.media.AudioManager;
-import android.media.ToneGenerator;
-import android.os.Looper;
-import android.util.Log;
-
-import androidx.annotation.WorkerThread;
-
-import com.google.common.base.Preconditions;
-import com.google.mlkit.vision.pose.Pose;
-
-import java.io.BufferedReader;
-import java.io.IOException;
-import java.io.InputStreamReader;
-import java.util.ArrayList;
-import java.util.List;
-import java.util.Locale;
-
-/**
- * Accepts a stream of {@link Pose} for classification and Rep counting.
- */
-public class PoseClassifierProcessor {
- private static final String TAG = "PoseClassifierProcessor";
- private static final String POSE_SAMPLES_FILE = "pose/fitness_pose_samples.csv";
-
- // Specify classes for which we want rep counting.
- // These are the labels in the given {@code POSE_SAMPLES_FILE}. You can set your own class labels
- // for your pose samples.
- private static final String PUSHUPS_CLASS = "pushups_down";
- private static final String SQUATS_CLASS = "squats_down";
- private static final String[] POSE_CLASSES = {
- PUSHUPS_CLASS, SQUATS_CLASS
- };
-
- private final boolean isStreamMode;
-
- private EMASmoothing emaSmoothing;
- private List repCounters;
- private PoseClassifier poseClassifier;
- private String lastRepResult;
-
- @WorkerThread
- public PoseClassifierProcessor(Context context, boolean isStreamMode) {
- Preconditions.checkState(Looper.myLooper() != Looper.getMainLooper());
- this.isStreamMode = isStreamMode;
- if (isStreamMode) {
- emaSmoothing = new EMASmoothing();
- repCounters = new ArrayList<>();
- lastRepResult = "";
- }
- loadPoseSamples(context);
- }
-
- private void loadPoseSamples(Context context) {
- List poseSamples = new ArrayList<>();
- try {
- BufferedReader reader = new BufferedReader(
- new InputStreamReader(context.getAssets().open(POSE_SAMPLES_FILE)));
- String csvLine = reader.readLine();
- while (csvLine != null) {
- // If line is not a valid {@link PoseSample}, we'll get null and skip adding to the list.
- PoseSample poseSample = PoseSample.getPoseSample(csvLine, ",");
- if (poseSample != null) {
- poseSamples.add(poseSample);
- }
- csvLine = reader.readLine();
- }
- } catch (IOException e) {
- Log.e(TAG, "Error when loading pose samples.\n" + e);
- }
- poseClassifier = new PoseClassifier(poseSamples);
- if (isStreamMode) {
- for (String className : POSE_CLASSES) {
- repCounters.add(new RepetitionCounter(className));
- }
- }
- }
-
- /**
- * Given a new {@link Pose} input, returns a list of formatted {@link String}s with Pose
- * classification results.
- *
- *
Currently it returns up to 2 strings as following:
- * 0: PoseClass : X reps
- * 1: PoseClass : [0.0-1.0] confidence
- */
- @WorkerThread
- public List getPoseResult(Pose pose) {
- Preconditions.checkState(Looper.myLooper() != Looper.getMainLooper());
- List result = new ArrayList<>();
- ClassificationResult classification = poseClassifier.classify(pose);
-
- // Update {@link RepetitionCounter}s if {@code isStreamMode}.
- if (isStreamMode) {
- // Feed pose to smoothing even if no pose found.
- classification = emaSmoothing.getSmoothedResult(classification);
-
- // Return early without updating repCounter if no pose found.
- if (pose.getAllPoseLandmarks().isEmpty()) {
- result.add(lastRepResult);
- return result;
- }
-
- for (RepetitionCounter repCounter : repCounters) {
- int repsBefore = repCounter.getNumRepeats();
- int repsAfter = repCounter.addClassificationResult(classification);
- if (repsAfter > repsBefore) {
- // Play a fun beep when rep counter updates.
- ToneGenerator tg = new ToneGenerator(AudioManager.STREAM_NOTIFICATION, 100);
- tg.startTone(ToneGenerator.TONE_PROP_BEEP);
- lastRepResult = String.format(
- Locale.US, "%s : %d reps", repCounter.getClassName(), repsAfter);
- break;
- }
- }
- result.add(lastRepResult);
- }
-
- // Add maxConfidence class of current frame to result if pose is found.
- if (!pose.getAllPoseLandmarks().isEmpty()) {
- String maxConfidenceClass = classification.getMaxConfidenceClass();
- String maxConfidenceClassResult = String.format(
- Locale.US,
- "%s : %.2f confidence",
- maxConfidenceClass,
- classification.getClassConfidence(maxConfidenceClass)
- / poseClassifier.confidenceRange());
- result.add(maxConfidenceClassResult);
- }
-
- return result;
- }
-
-}
diff --git a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/posedetector/classification/PoseEmbedding.java b/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/posedetector/classification/PoseEmbedding.java
deleted file mode 100644
index 16720cf..0000000
--- a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/posedetector/classification/PoseEmbedding.java
+++ /dev/null
@@ -1,143 +0,0 @@
-/*
- * Copyright 2020 Google LLC. All rights reserved.
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- * http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package com.google.mlkit.vision.demo.kotlin.posedetector.classification;
-
-import com.google.mlkit.vision.common.PointF3D;
-import com.google.mlkit.vision.pose.PoseLandmark;
-
-import java.util.ArrayList;
-import java.util.List;
-
-import static com.google.mlkit.vision.demo.kotlin.posedetector.classification.Utils.average;
-import static com.google.mlkit.vision.demo.kotlin.posedetector.classification.Utils.l2Norm2D;
-import static com.google.mlkit.vision.demo.kotlin.posedetector.classification.Utils.multiplyAll;
-import static com.google.mlkit.vision.demo.kotlin.posedetector.classification.Utils.subtract;
-import static com.google.mlkit.vision.demo.kotlin.posedetector.classification.Utils.subtractAll;
-
-/**
- * Generates embedding for given list of Pose landmarks.
- */
-public class PoseEmbedding {
- // Multiplier to apply to the torso to get minimal body size. Picked this by experimentation.
- private static final float TORSO_MULTIPLIER = 2.5f;
-
- public static List getPoseEmbedding(List landmarks) {
- List normalizedLandmarks = normalize(landmarks);
- return getEmbedding(normalizedLandmarks);
- }
-
- private static List normalize(List landmarks) {
- List normalizedLandmarks = new ArrayList<>(landmarks);
- // Normalize translation.
- PointF3D center = average(
- landmarks.get(PoseLandmark.LEFT_HIP), landmarks.get(PoseLandmark.RIGHT_HIP));
- subtractAll(center, normalizedLandmarks);
-
- // Normalize scale.
- multiplyAll(normalizedLandmarks, 1 / getPoseSize(normalizedLandmarks));
- // Multiplication by 100 is not required, but makes it easier to debug.
- multiplyAll(normalizedLandmarks, 100);
- return normalizedLandmarks;
- }
-
- // Translation normalization should've been done prior to calling this method.
- private static float getPoseSize(List landmarks) {
- // Note: This approach uses only 2D landmarks to compute pose size as using Z wasn't helpful
- // in our experimentation but you're welcome to tweak.
- PointF3D hipsCenter = average(
- landmarks.get(PoseLandmark.LEFT_HIP), landmarks.get(PoseLandmark.RIGHT_HIP));
-
- PointF3D shouldersCenter = average(
- landmarks.get(PoseLandmark.LEFT_SHOULDER),
- landmarks.get(PoseLandmark.RIGHT_SHOULDER));
-
- float torsoSize = l2Norm2D(subtract(hipsCenter, shouldersCenter));
-
- float maxDistance = torsoSize * TORSO_MULTIPLIER;
- // torsoSize * TORSO_MULTIPLIER is the floor we want based on experimentation but actual size
- // can be bigger for a given pose depending on extension of limbs etc so we calculate that.
- for (PointF3D landmark : landmarks) {
- float distance = l2Norm2D(subtract(hipsCenter, landmark));
- if (distance > maxDistance) {
- maxDistance = distance;
- }
- }
- return maxDistance;
- }
-
- private static List getEmbedding(List lm) {
- List embedding = new ArrayList<>();
-
- // We use several pairwise 3D distances to form pose embedding. These were selected
- // based on experimentation for best results with our default pose classes as captued in the
- // pose samples csv. Feel free to play with this and add or remove for your use-cases.
-
- // We group our distances by number of joints between the pairs.
- // One joint.
- embedding.add(subtract(
- average(lm.get(PoseLandmark.LEFT_HIP), lm.get(PoseLandmark.RIGHT_HIP)),
- average(lm.get(PoseLandmark.LEFT_SHOULDER), lm.get(PoseLandmark.RIGHT_SHOULDER))
- ));
-
- embedding.add(subtract(
- lm.get(PoseLandmark.LEFT_SHOULDER), lm.get(PoseLandmark.LEFT_ELBOW)));
- embedding.add(subtract(
- lm.get(PoseLandmark.RIGHT_SHOULDER), lm.get(PoseLandmark.RIGHT_ELBOW)));
-
- embedding.add(subtract(lm.get(PoseLandmark.LEFT_ELBOW), lm.get(PoseLandmark.LEFT_WRIST)));
- embedding.add(subtract(lm.get(PoseLandmark.RIGHT_ELBOW), lm.get(PoseLandmark.RIGHT_WRIST)));
-
- embedding.add(subtract(lm.get(PoseLandmark.LEFT_HIP), lm.get(PoseLandmark.LEFT_KNEE)));
- embedding.add(subtract(lm.get(PoseLandmark.RIGHT_HIP), lm.get(PoseLandmark.RIGHT_KNEE)));
-
- embedding.add(subtract(lm.get(PoseLandmark.LEFT_KNEE), lm.get(PoseLandmark.LEFT_ANKLE)));
- embedding.add(subtract(lm.get(PoseLandmark.RIGHT_KNEE), lm.get(PoseLandmark.RIGHT_ANKLE)));
-
- // Two joints.
- embedding.add(subtract(
- lm.get(PoseLandmark.LEFT_SHOULDER), lm.get(PoseLandmark.LEFT_WRIST)));
- embedding.add(subtract(
- lm.get(PoseLandmark.RIGHT_SHOULDER), lm.get(PoseLandmark.RIGHT_WRIST)));
-
- embedding.add(subtract(lm.get(PoseLandmark.LEFT_HIP), lm.get(PoseLandmark.LEFT_ANKLE)));
- embedding.add(subtract(lm.get(PoseLandmark.RIGHT_HIP), lm.get(PoseLandmark.RIGHT_ANKLE)));
-
- // Four joints.
- embedding.add(subtract(lm.get(PoseLandmark.LEFT_HIP), lm.get(PoseLandmark.LEFT_WRIST)));
- embedding.add(subtract(lm.get(PoseLandmark.RIGHT_HIP), lm.get(PoseLandmark.RIGHT_WRIST)));
-
- // Five joints.
- embedding.add(subtract(
- lm.get(PoseLandmark.LEFT_SHOULDER), lm.get(PoseLandmark.LEFT_ANKLE)));
- embedding.add(subtract(
- lm.get(PoseLandmark.RIGHT_SHOULDER), lm.get(PoseLandmark.RIGHT_ANKLE)));
-
- embedding.add(subtract(lm.get(PoseLandmark.LEFT_HIP), lm.get(PoseLandmark.LEFT_WRIST)));
- embedding.add(subtract(lm.get(PoseLandmark.RIGHT_HIP), lm.get(PoseLandmark.RIGHT_WRIST)));
-
- // Cross body.
- embedding.add(subtract(lm.get(PoseLandmark.LEFT_ELBOW), lm.get(PoseLandmark.RIGHT_ELBOW)));
- embedding.add(subtract(lm.get(PoseLandmark.LEFT_KNEE), lm.get(PoseLandmark.RIGHT_KNEE)));
-
- embedding.add(subtract(lm.get(PoseLandmark.LEFT_WRIST), lm.get(PoseLandmark.RIGHT_WRIST)));
- embedding.add(subtract(lm.get(PoseLandmark.LEFT_ANKLE), lm.get(PoseLandmark.RIGHT_ANKLE)));
-
- return embedding;
- }
-
- private PoseEmbedding() {}
-}
diff --git a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/posedetector/classification/PoseSample.java b/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/posedetector/classification/PoseSample.java
deleted file mode 100644
index 93ba48d..0000000
--- a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/posedetector/classification/PoseSample.java
+++ /dev/null
@@ -1,83 +0,0 @@
-/*
- * Copyright 2020 Google LLC. All rights reserved.
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- * http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package com.google.mlkit.vision.demo.kotlin.posedetector.classification;
-
-import android.util.Log;
-
-import com.google.common.base.Splitter;
-import com.google.mlkit.vision.common.PointF3D;
-
-import java.util.ArrayList;
-import java.util.List;
-
-/**
- * Reads Pose samples from a csv file.
- */
-public class PoseSample {
- private static final String TAG = "PoseSample";
- private static final int NUM_LANDMARKS = 33;
- private static final int NUM_DIMS = 3;
-
- private final String name;
- private final String className;
- private final List embedding;
-
- public PoseSample(String name, String className, List landmarks) {
- this.name = name;
- this.className = className;
- this.embedding = PoseEmbedding.getPoseEmbedding(landmarks);
- }
-
- public String getName() {
- return name;
- }
-
- public String getClassName() {
- return className;
- }
-
- public List getEmbedding() {
- return embedding;
- }
-
- public static PoseSample getPoseSample(String csvLine, String separator) {
- List tokens = Splitter.onPattern(separator).splitToList(csvLine);
- // Format is expected to be Name,Class,X1,Y1,Z1,X2,Y2,Z2...
- // + 2 is for Name & Class.
- if (tokens.size() != (NUM_LANDMARKS * NUM_DIMS) + 2) {
- Log.e(TAG, "Invalid number of tokens for PoseSample");
- return null;
- }
- String name = tokens.get(0);
- String className = tokens.get(1);
- List landmarks = new ArrayList<>();
- // Read from the third token, first 2 tokens are name and class.
- for (int i = 2; i < tokens.size(); i += NUM_DIMS) {
- try {
- landmarks.add(
- PointF3D.from(
- Float.parseFloat(tokens.get(i)),
- Float.parseFloat(tokens.get(i + 1)),
- Float.parseFloat(tokens.get(i + 2))));
- } catch (NullPointerException | NumberFormatException e) {
- Log.e(TAG, "Invalid value " + tokens.get(i) + " for landmark position.");
- return null;
- }
- }
- return new PoseSample(name, className, landmarks);
- }
-}
diff --git a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/posedetector/classification/RepetitionCounter.java b/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/posedetector/classification/RepetitionCounter.java
deleted file mode 100644
index 19337be..0000000
--- a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/posedetector/classification/RepetitionCounter.java
+++ /dev/null
@@ -1,76 +0,0 @@
-/*
- * Copyright 2020 Google LLC. All rights reserved.
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- * http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package com.google.mlkit.vision.demo.kotlin.posedetector.classification;
-
-/**
- * Counts reps for the give class.
- */
-public class RepetitionCounter {
- // These thresholds can be tuned in conjunction with the Top K values in {@link PoseClassifier}.
- // The default Top K value is 10 so the range here is [0-10].
- private static final float DEFAULT_ENTER_THRESHOLD = 6f;
- private static final float DEFAULT_EXIT_THRESHOLD = 4f;
-
- private final String className;
- private final float enterThreshold;
- private final float exitThreshold;
-
- private int numRepeats;
- private boolean poseEntered;
-
- public RepetitionCounter(String className) {
- this(className, DEFAULT_ENTER_THRESHOLD, DEFAULT_EXIT_THRESHOLD);
- }
-
- public RepetitionCounter(String className, float enterThreshold, float exitThreshold) {
- this.className = className;
- this.enterThreshold = enterThreshold;
- this.exitThreshold = exitThreshold;
- numRepeats = 0;
- poseEntered = false;
- }
-
- /**
- * Adds a new Pose classification result and updates reps for given class.
- *
- * @param classificationResult {link ClassificationResult} of class to confidence values.
- * @return number of reps.
- */
- public int addClassificationResult(ClassificationResult classificationResult) {
- float poseConfidence = classificationResult.getClassConfidence(className);
-
- if (!poseEntered) {
- poseEntered = poseConfidence > enterThreshold;
- return numRepeats;
- }
-
- if (poseConfidence < exitThreshold) {
- numRepeats++;
- poseEntered = false;
- }
-
- return numRepeats;
- }
-
- public String getClassName() {
- return className;
- }
-
- public int getNumRepeats() {
- return numRepeats;
- }
-}
diff --git a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/posedetector/classification/Utils.java b/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/posedetector/classification/Utils.java
deleted file mode 100644
index 44a75f0..0000000
--- a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/posedetector/classification/Utils.java
+++ /dev/null
@@ -1,93 +0,0 @@
-/*
- * Copyright 2020 Google LLC. All rights reserved.
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- * http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package com.google.mlkit.vision.demo.kotlin.posedetector.classification;
-
-import com.google.mlkit.vision.common.PointF3D;
-
-import java.util.List;
-import java.util.ListIterator;
-
-import static com.google.common.primitives.Floats.max;
-
-/**
- * Utility methods for operations on {@link PointF3D}.
- */
-public class Utils {
- private Utils() {}
-
- public static PointF3D add(PointF3D a, PointF3D b) {
- return PointF3D.from(a.getX() + b.getX(), a.getY() + b.getY(), a.getZ() + b.getZ());
- }
-
- public static PointF3D subtract(PointF3D b, PointF3D a) {
- return PointF3D.from(a.getX() - b.getX(), a.getY() - b.getY(), a.getZ() - b.getZ());
- }
-
- public static PointF3D multiply(PointF3D a, float multiple) {
- return PointF3D.from(a.getX() * multiple, a.getY() * multiple, a.getZ() * multiple);
- }
-
- public static PointF3D multiply(PointF3D a, PointF3D multiple) {
- return PointF3D.from(
- a.getX() * multiple.getX(), a.getY() * multiple.getY(), a.getZ() * multiple.getZ());
- }
-
- public static PointF3D average(PointF3D a, PointF3D b) {
- return PointF3D.from(
- (a.getX() + b.getX()) * 0.5f, (a.getY() + b.getY()) * 0.5f, (a.getZ() + b.getZ()) * 0.5f);
- }
-
- public static float l2Norm2D(PointF3D point) {
- return (float) Math.hypot(point.getX(), point.getY());
- }
-
- public static float maxAbs(PointF3D point) {
- return max(Math.abs(point.getX()), Math.abs(point.getY()), Math.abs(point.getZ()));
- }
-
- public static float sumAbs(PointF3D point) {
- return Math.abs(point.getX()) + Math.abs(point.getY()) + Math.abs(point.getZ());
- }
-
- public static void addAll(List pointsList, PointF3D p) {
- ListIterator iterator = pointsList.listIterator();
- while (iterator.hasNext()) {
- iterator.set(add(iterator.next(), p));
- }
- }
-
- public static void subtractAll(PointF3D p, List pointsList) {
- ListIterator iterator = pointsList.listIterator();
- while (iterator.hasNext()) {
- iterator.set(subtract(p, iterator.next()));
- }
- }
-
- public static void multiplyAll(List pointsList, float multiple) {
- ListIterator iterator = pointsList.listIterator();
- while (iterator.hasNext()) {
- iterator.set(multiply(iterator.next(), multiple));
- }
- }
-
- public static void multiplyAll(List pointsList, PointF3D multiple) {
- ListIterator iterator = pointsList.listIterator();
- while (iterator.hasNext()) {
- iterator.set(multiply(iterator.next(), multiple));
- }
- }
-}
diff --git a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/segmenter/SegmentationGraphic.kt b/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/segmenter/SegmentationGraphic.kt
deleted file mode 100644
index 1eb5c1b..0000000
--- a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/segmenter/SegmentationGraphic.kt
+++ /dev/null
@@ -1,84 +0,0 @@
-/*
- * Copyright 2020 Google LLC. All rights reserved.
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- * http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package com.google.mlkit.vision.demo.kotlin.segmenter
-
-import android.graphics.Bitmap
-import android.graphics.Canvas
-import android.graphics.Color
-import android.graphics.Matrix
-import androidx.annotation.ColorInt
-import com.google.mlkit.vision.demo.GraphicOverlay
-import com.google.mlkit.vision.segmentation.SegmentationMask
-import java.nio.ByteBuffer
-
-/** Draw the mask from SegmentationResult in preview. */
-class SegmentationGraphic(overlay: GraphicOverlay, segmentationMask: SegmentationMask) :
- GraphicOverlay.Graphic(overlay) {
- private val mask: ByteBuffer
- private val maskWidth: Int
- private val maskHeight: Int
- private val isRawSizeMaskEnabled: Boolean
- private val scaleX: Float
- private val scaleY: Float
-
- /** Draws the segmented background on the supplied canvas. */
- override fun draw(canvas: Canvas) {
- val bitmap = Bitmap.createBitmap(
- maskColorsFromByteBuffer(mask), maskWidth, maskHeight, Bitmap.Config.ARGB_8888
- )
- if (isRawSizeMaskEnabled) {
- val matrix = Matrix(getTransformationMatrix())
- matrix.preScale(scaleX, scaleY)
- canvas.drawBitmap(bitmap, matrix, null)
- } else {
- canvas.drawBitmap(bitmap, getTransformationMatrix(), null)
- }
- bitmap.recycle()
- // Reset byteBuffer pointer to beginning, so that the mask can be redrawn if screen is refreshed
- mask.rewind()
- }
-
- /** Converts byteBuffer floats to ColorInt array that can be used as a mask. */
- @ColorInt
- private fun maskColorsFromByteBuffer(byteBuffer: ByteBuffer): IntArray {
- @ColorInt val colors =
- IntArray(maskWidth * maskHeight)
- for (i in 0 until maskWidth * maskHeight) {
- val backgroundLikelihood = 1 - byteBuffer.float
- if (backgroundLikelihood > 0.9) {
- colors[i] = Color.argb(128, 255, 0, 255)
- } else if (backgroundLikelihood > 0.2) {
- // Linear interpolation to make sure when backgroundLikelihood is 0.2, the alpha is 0 and
- // when backgroundLikelihood is 0.9, the alpha is 128.
- // +0.5 to round the float value to the nearest int.
- val alpha = (182.9 * backgroundLikelihood - 36.6 + 0.5).toInt()
- colors[i] = Color.argb(alpha, 255, 0, 255)
- }
- }
- return colors
- }
-
- init {
- mask = segmentationMask.buffer
- maskWidth = segmentationMask.width
- maskHeight = segmentationMask.height
- isRawSizeMaskEnabled =
- maskWidth != overlay.getImageWidth() || maskHeight != overlay.getImageHeight()
- scaleX = overlay.getImageWidth() * 1f / maskWidth
- scaleY = overlay.getImageHeight() * 1f / maskHeight
- }
-}
diff --git a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/segmenter/SegmenterProcessor.kt b/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/segmenter/SegmenterProcessor.kt
deleted file mode 100644
index 3ab78df..0000000
--- a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/kotlin/segmenter/SegmenterProcessor.kt
+++ /dev/null
@@ -1,81 +0,0 @@
-/*
- * Copyright 2020 Google LLC. All rights reserved.
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- * http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package com.google.mlkit.vision.demo.kotlin.segmenter
-
-import android.content.Context
-import android.util.Log
-import com.google.android.gms.tasks.Task
-import com.google.mlkit.vision.common.InputImage
-import com.google.mlkit.vision.demo.GraphicOverlay
-import com.google.mlkit.vision.demo.kotlin.VisionProcessorBase
-import com.google.mlkit.vision.demo.preference.PreferenceUtils
-import com.google.mlkit.vision.segmentation.Segmentation
-import com.google.mlkit.vision.segmentation.SegmentationMask
-import com.google.mlkit.vision.segmentation.Segmenter
-import com.google.mlkit.vision.segmentation.selfie.SelfieSegmenterOptions
-
-/** A processor to run Segmenter. */
-class SegmenterProcessor :
- VisionProcessorBase {
- private val segmenter: Segmenter
-
- constructor(context: Context) : this(context, /* isStreamMode= */ true)
-
- constructor(
- context: Context,
- isStreamMode: Boolean
- ) : super(
- context
- ) {
- val optionsBuilder = SelfieSegmenterOptions.Builder()
- optionsBuilder.setDetectorMode(
- if(isStreamMode) SelfieSegmenterOptions.STREAM_MODE
- else SelfieSegmenterOptions.SINGLE_IMAGE_MODE
- )
- if (PreferenceUtils.shouldSegmentationEnableRawSizeMask(context)) {
- optionsBuilder.enableRawSizeMask()
- }
-
- val options = optionsBuilder.build()
- segmenter = Segmentation.getClient(options)
- Log.d(TAG, "SegmenterProcessor created with option: " + options)
- }
-
- override fun detectInImage(image: InputImage): Task {
- return segmenter.process(image)
- }
-
- override fun onSuccess(
- segmentationMask: SegmentationMask,
- graphicOverlay: GraphicOverlay
- ) {
- graphicOverlay.add(
- SegmentationGraphic(
- graphicOverlay,
- segmentationMask
- )
- )
- }
-
- override fun onFailure(e: Exception) {
- Log.e(TAG, "Segmentation failed: $e")
- }
-
- companion object {
- private const val TAG = "SegmenterProcessor"
- }
-}
diff --git a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/preference/CameraXLivePreviewPreferenceFragment.java b/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/preference/CameraXLivePreviewPreferenceFragment.java
deleted file mode 100644
index 6f47644..0000000
--- a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/preference/CameraXLivePreviewPreferenceFragment.java
+++ /dev/null
@@ -1,118 +0,0 @@
-/*
- * Copyright 2020 Google LLC. All rights reserved.
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- * http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package com.google.mlkit.vision.demo.preference;
-
-import android.content.Context;
-import android.graphics.SurfaceTexture;
-import android.hardware.camera2.CameraAccessException;
-import android.hardware.camera2.CameraCharacteristics;
-import android.hardware.camera2.CameraManager;
-import android.hardware.camera2.params.StreamConfigurationMap;
-import android.os.Build.VERSION_CODES;
-import android.preference.ListPreference;
-import android.preference.PreferenceCategory;
-import androidx.annotation.Nullable;
-import androidx.annotation.RequiresApi;
-import android.util.Size;
-import androidx.annotation.StringRes;
-import androidx.camera.core.CameraSelector;
-import com.google.mlkit.vision.demo.R;
-import java.util.Arrays;
-import java.util.List;
-
-/** Configures CameraX live preview demo settings. */
-@RequiresApi(VERSION_CODES.LOLLIPOP)
-public class CameraXLivePreviewPreferenceFragment extends LivePreviewPreferenceFragment {
-
- @Override
- void setUpCameraPreferences() {
- PreferenceCategory cameraPreference =
- (PreferenceCategory) findPreference(getString(R.string.pref_category_key_camera));
-
- cameraPreference.removePreference(
- findPreference(getString(R.string.pref_key_rear_camera_preview_size)));
- cameraPreference.removePreference(
- findPreference(getString(R.string.pref_key_front_camera_preview_size)));
- setUpCameraXTargetAnalysisSizePreference(
- R.string.pref_key_camerax_rear_camera_target_resolution, CameraSelector.LENS_FACING_BACK);
- setUpCameraXTargetAnalysisSizePreference(
- R.string.pref_key_camerax_front_camera_target_resolution, CameraSelector.LENS_FACING_FRONT);
- }
-
- private void setUpCameraXTargetAnalysisSizePreference(
- @StringRes int previewSizePrefKeyId, int lensFacing) {
- ListPreference pref = (ListPreference) findPreference(getString(previewSizePrefKeyId));
- CameraCharacteristics cameraCharacteristics = getCameraCharacteristics(getActivity(), lensFacing);
- String[] entries;
- if (cameraCharacteristics != null) {
- StreamConfigurationMap map =
- cameraCharacteristics.get(CameraCharacteristics.SCALER_STREAM_CONFIGURATION_MAP);
- Size[] outputSizes = map.getOutputSizes(SurfaceTexture.class);
- entries = new String[outputSizes.length];
- for (int i = 0; i < outputSizes.length; i++) {
- entries[i] = outputSizes[i].toString();
- }
- } else {
- entries =
- new String[] {
- "2000x2000",
- "1600x1600",
- "1200x1200",
- "1000x1000",
- "800x800",
- "600x600",
- "400x400",
- "200x200",
- "100x100",
- };
- }
- pref.setEntries(entries);
- pref.setEntryValues(entries);
- pref.setSummary(pref.getEntry() == null ? "Default" : pref.getEntry());
- pref.setOnPreferenceChangeListener(
- (preference, newValue) -> {
- String newStringValue = (String) newValue;
- pref.setSummary(newStringValue);
- PreferenceUtils.saveString(getActivity(), previewSizePrefKeyId, newStringValue);
- return true;
- });
- }
-
- @Nullable
- public static CameraCharacteristics getCameraCharacteristics(
- Context context, Integer lensFacing) {
- CameraManager cameraManager = (CameraManager) context.getSystemService(Context.CAMERA_SERVICE);
- try {
- List cameraList = Arrays.asList(cameraManager.getCameraIdList());
- for (String availableCameraId : cameraList) {
- CameraCharacteristics availableCameraCharacteristics =
- cameraManager.getCameraCharacteristics(availableCameraId);
- Integer availableLensFacing =
- availableCameraCharacteristics.get(CameraCharacteristics.LENS_FACING);
- if (availableLensFacing == null) {
- continue;
- }
- if (availableLensFacing.equals(lensFacing)) {
- return availableCameraCharacteristics;
- }
- }
- } catch (CameraAccessException e) {
- // Accessing camera ID info got error
- }
- return null;
- }
-}
diff --git a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/preference/CameraXSourceDemoPreferenceFragment.java b/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/preference/CameraXSourceDemoPreferenceFragment.java
deleted file mode 100644
index a2f43ba..0000000
--- a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/preference/CameraXSourceDemoPreferenceFragment.java
+++ /dev/null
@@ -1,49 +0,0 @@
-/*
- * Copyright 2020 Google LLC. All rights reserved.
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- * http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package com.google.mlkit.vision.demo.preference;
-
-import android.os.Build.VERSION_CODES;
-import android.os.Bundle;
-import android.preference.PreferenceCategory;
-import android.preference.PreferenceScreen;
-import androidx.annotation.RequiresApi;
-import com.google.mlkit.vision.demo.R;
-
-/** Configures CameraXSource live preview demo settings. */
-@RequiresApi(VERSION_CODES.LOLLIPOP)
-public class CameraXSourceDemoPreferenceFragment extends CameraXLivePreviewPreferenceFragment {
-
- @Override
- public void onCreate(Bundle savedInstanceState) {
- super.onCreate(savedInstanceState);
- PreferenceScreen preferenceScreen =
- (PreferenceScreen) findPreference(getResources().getString(R.string.pref_screen));
-
- PreferenceCategory preferenceCategory =
- (PreferenceCategory) findPreference(getString(R.string.pref_category_key_camera));
-
- preferenceCategory.removePreference(
- findPreference(getString(R.string.pref_key_camera_live_viewport)));
- // Remove the PreferenceCategories for hiding camera detection info.
- preferenceScreen.removePreference(preferenceScreen.getPreference(1));
-
- // Remove the last 3 PreferenceCategories
- preferenceScreen.removePreference(preferenceScreen.getPreference(2));
- preferenceScreen.removePreference(preferenceScreen.getPreference(2));
- preferenceScreen.removePreference(preferenceScreen.getPreference(2));
- }
-}
diff --git a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/preference/LivePreviewPreferenceFragment.java b/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/preference/LivePreviewPreferenceFragment.java
deleted file mode 100644
index 8aa8642..0000000
--- a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/preference/LivePreviewPreferenceFragment.java
+++ /dev/null
@@ -1,164 +0,0 @@
-/*
- * Copyright 2020 Google LLC. All rights reserved.
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- * http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package com.google.mlkit.vision.demo.preference;
-
-import android.hardware.Camera;
-import android.os.Bundle;
-import android.preference.EditTextPreference;
-import android.preference.ListPreference;
-import android.preference.PreferenceCategory;
-import android.preference.PreferenceFragment;
-import android.widget.Toast;
-import androidx.annotation.StringRes;
-import com.google.mlkit.vision.demo.CameraSource;
-import com.google.mlkit.vision.demo.CameraSource.SizePair;
-import com.google.mlkit.vision.demo.R;
-import java.util.HashMap;
-import java.util.List;
-import java.util.Map;
-
-/** Configures live preview demo settings. */
-public class LivePreviewPreferenceFragment extends PreferenceFragment {
-
- @Override
- public void onCreate(Bundle savedInstanceState) {
- super.onCreate(savedInstanceState);
-
- addPreferencesFromResource(R.xml.preference_live_preview_quickstart);
- setUpCameraPreferences();
- setUpFaceDetectionPreferences();
- }
-
- void setUpCameraPreferences() {
- PreferenceCategory cameraPreference =
- (PreferenceCategory) findPreference(getString(R.string.pref_category_key_camera));
- cameraPreference.removePreference(
- findPreference(getString(R.string.pref_key_camerax_rear_camera_target_resolution)));
- cameraPreference.removePreference(
- findPreference(getString(R.string.pref_key_camerax_front_camera_target_resolution)));
- setUpCameraPreviewSizePreference(
- R.string.pref_key_rear_camera_preview_size,
- R.string.pref_key_rear_camera_picture_size,
- CameraSource.CAMERA_FACING_BACK);
- setUpCameraPreviewSizePreference(
- R.string.pref_key_front_camera_preview_size,
- R.string.pref_key_front_camera_picture_size,
- CameraSource.CAMERA_FACING_FRONT);
- }
-
- private void setUpCameraPreviewSizePreference(
- @StringRes int previewSizePrefKeyId, @StringRes int pictureSizePrefKeyId, int cameraId) {
- ListPreference previewSizePreference =
- (ListPreference) findPreference(getString(previewSizePrefKeyId));
-
- Camera camera = null;
- try {
- camera = Camera.open(cameraId);
-
- List previewSizeList = CameraSource.generateValidPreviewSizeList(camera);
- String[] previewSizeStringValues = new String[previewSizeList.size()];
- Map previewToPictureSizeStringMap = new HashMap<>();
- for (int i = 0; i < previewSizeList.size(); i++) {
- SizePair sizePair = previewSizeList.get(i);
- previewSizeStringValues[i] = sizePair.preview.toString();
- if (sizePair.picture != null) {
- previewToPictureSizeStringMap.put(
- sizePair.preview.toString(), sizePair.picture.toString());
- }
- }
- previewSizePreference.setEntries(previewSizeStringValues);
- previewSizePreference.setEntryValues(previewSizeStringValues);
-
- if (previewSizePreference.getEntry() == null) {
- // First time of opening the Settings page.
- SizePair sizePair =
- CameraSource.selectSizePair(
- camera,
- CameraSource.DEFAULT_REQUESTED_CAMERA_PREVIEW_WIDTH,
- CameraSource.DEFAULT_REQUESTED_CAMERA_PREVIEW_HEIGHT);
- String previewSizeString = sizePair.preview.toString();
- previewSizePreference.setValue(previewSizeString);
- previewSizePreference.setSummary(previewSizeString);
- PreferenceUtils.saveString(
- getActivity(),
- pictureSizePrefKeyId,
- sizePair.picture != null ? sizePair.picture.toString() : null);
- } else {
- previewSizePreference.setSummary(previewSizePreference.getEntry());
- }
-
- previewSizePreference.setOnPreferenceChangeListener(
- (preference, newValue) -> {
- String newPreviewSizeStringValue = (String) newValue;
- previewSizePreference.setSummary(newPreviewSizeStringValue);
- PreferenceUtils.saveString(
- getActivity(),
- pictureSizePrefKeyId,
- previewToPictureSizeStringMap.get(newPreviewSizeStringValue));
- return true;
- });
- } catch (RuntimeException e) {
- // If there's no camera for the given camera id, hide the corresponding preference.
- ((PreferenceCategory) findPreference(getString(R.string.pref_category_key_camera)))
- .removePreference(previewSizePreference);
- } finally {
- if (camera != null) {
- camera.release();
- }
- }
- }
-
- private void setUpFaceDetectionPreferences() {
- setUpListPreference(R.string.pref_key_live_preview_face_detection_landmark_mode);
- setUpListPreference(R.string.pref_key_live_preview_face_detection_contour_mode);
- setUpListPreference(R.string.pref_key_live_preview_face_detection_classification_mode);
- setUpListPreference(R.string.pref_key_live_preview_face_detection_performance_mode);
-
- EditTextPreference minFaceSizePreference =
- (EditTextPreference)
- findPreference(getString(R.string.pref_key_live_preview_face_detection_min_face_size));
- minFaceSizePreference.setSummary(minFaceSizePreference.getText());
- minFaceSizePreference.setOnPreferenceChangeListener(
- (preference, newValue) -> {
- try {
- float minFaceSize = Float.parseFloat((String) newValue);
- if (minFaceSize >= 0.0f && minFaceSize <= 1.0f) {
- minFaceSizePreference.setSummary((String) newValue);
- return true;
- }
- } catch (NumberFormatException e) {
- // Fall through intentionally.
- }
-
- Toast.makeText(
- getActivity(), R.string.pref_toast_invalid_min_face_size, Toast.LENGTH_LONG)
- .show();
- return false;
- });
- }
-
- private void setUpListPreference(@StringRes int listPreferenceKeyId) {
- ListPreference listPreference = (ListPreference) findPreference(getString(listPreferenceKeyId));
- listPreference.setSummary(listPreference.getEntry());
- listPreference.setOnPreferenceChangeListener(
- (preference, newValue) -> {
- int index = listPreference.findIndexOfValue((String) newValue);
- listPreference.setSummary(listPreference.getEntries()[index]);
- return true;
- });
- }
-}
diff --git a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/preference/PreferenceUtils.java b/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/preference/PreferenceUtils.java
deleted file mode 100644
index f63590a..0000000
--- a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/preference/PreferenceUtils.java
+++ /dev/null
@@ -1,325 +0,0 @@
-/*
- * Copyright 2020 Google LLC. All rights reserved.
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- * http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package com.google.mlkit.vision.demo.preference;
-
-import android.content.Context;
-import android.content.SharedPreferences;
-import android.os.Build.VERSION_CODES;
-import android.preference.PreferenceManager;
-import androidx.annotation.Nullable;
-import androidx.annotation.RequiresApi;
-import androidx.annotation.StringRes;
-import androidx.camera.core.CameraSelector;
-import com.google.android.gms.common.images.Size;
-import com.google.common.base.Preconditions;
-import com.google.mlkit.common.model.LocalModel;
-import com.google.mlkit.vision.demo.CameraSource;
-import com.google.mlkit.vision.demo.CameraSource.SizePair;
-import com.google.mlkit.vision.demo.R;
-import com.google.mlkit.vision.face.FaceDetectorOptions;
-import com.google.mlkit.vision.objects.ObjectDetectorOptionsBase.DetectorMode;
-import com.google.mlkit.vision.objects.custom.CustomObjectDetectorOptions;
-import com.google.mlkit.vision.objects.defaults.ObjectDetectorOptions;
-import com.google.mlkit.vision.pose.PoseDetectorOptionsBase;
-import com.google.mlkit.vision.pose.accurate.AccuratePoseDetectorOptions;
-import com.google.mlkit.vision.pose.defaults.PoseDetectorOptions;
-
-/** Utility class to retrieve shared preferences. */
-public class PreferenceUtils {
-
- private static final int POSE_DETECTOR_PERFORMANCE_MODE_FAST = 1;
-
- static void saveString(Context context, @StringRes int prefKeyId, @Nullable String value) {
- PreferenceManager.getDefaultSharedPreferences(context)
- .edit()
- .putString(context.getString(prefKeyId), value)
- .apply();
- }
-
- @Nullable
- public static SizePair getCameraPreviewSizePair(Context context, int cameraId) {
- Preconditions.checkArgument(
- cameraId == CameraSource.CAMERA_FACING_BACK
- || cameraId == CameraSource.CAMERA_FACING_FRONT);
- String previewSizePrefKey;
- String pictureSizePrefKey;
- if (cameraId == CameraSource.CAMERA_FACING_BACK) {
- previewSizePrefKey = context.getString(R.string.pref_key_rear_camera_preview_size);
- pictureSizePrefKey = context.getString(R.string.pref_key_rear_camera_picture_size);
- } else {
- previewSizePrefKey = context.getString(R.string.pref_key_front_camera_preview_size);
- pictureSizePrefKey = context.getString(R.string.pref_key_front_camera_picture_size);
- }
-
- try {
- SharedPreferences sharedPreferences = PreferenceManager.getDefaultSharedPreferences(context);
- return new SizePair(
- Size.parseSize(sharedPreferences.getString(previewSizePrefKey, null)),
- Size.parseSize(sharedPreferences.getString(pictureSizePrefKey, null)));
- } catch (Exception e) {
- return null;
- }
- }
-
- @RequiresApi(VERSION_CODES.LOLLIPOP)
- @Nullable
- public static android.util.Size getCameraXTargetResolution(Context context, int lensfacing) {
- Preconditions.checkArgument(
- lensfacing == CameraSelector.LENS_FACING_BACK
- || lensfacing == CameraSelector.LENS_FACING_FRONT);
- String prefKey =
- lensfacing == CameraSelector.LENS_FACING_BACK
- ? context.getString(R.string.pref_key_camerax_rear_camera_target_resolution)
- : context.getString(R.string.pref_key_camerax_front_camera_target_resolution);
- SharedPreferences sharedPreferences = PreferenceManager.getDefaultSharedPreferences(context);
- try {
- return android.util.Size.parseSize(sharedPreferences.getString(prefKey, null));
- } catch (Exception e) {
- return null;
- }
- }
-
- public static boolean shouldHideDetectionInfo(Context context) {
- SharedPreferences sharedPreferences = PreferenceManager.getDefaultSharedPreferences(context);
- String prefKey =
- context.getString(R.string.pref_key_info_hide);
- return sharedPreferences.getBoolean(prefKey, false);
- }
-
- public static ObjectDetectorOptions getObjectDetectorOptionsForStillImage(Context context) {
- return getObjectDetectorOptions(
- context,
- R.string.pref_key_still_image_object_detector_enable_multiple_objects,
- R.string.pref_key_still_image_object_detector_enable_classification,
- ObjectDetectorOptions.SINGLE_IMAGE_MODE);
- }
-
- public static ObjectDetectorOptions getObjectDetectorOptionsForLivePreview(Context context) {
- return getObjectDetectorOptions(
- context,
- R.string.pref_key_live_preview_object_detector_enable_multiple_objects,
- R.string.pref_key_live_preview_object_detector_enable_classification,
- ObjectDetectorOptions.STREAM_MODE);
- }
-
- private static ObjectDetectorOptions getObjectDetectorOptions(
- Context context,
- @StringRes int prefKeyForMultipleObjects,
- @StringRes int prefKeyForClassification,
- @DetectorMode int mode) {
-
- SharedPreferences sharedPreferences = PreferenceManager.getDefaultSharedPreferences(context);
-
- boolean enableMultipleObjects =
- sharedPreferences.getBoolean(context.getString(prefKeyForMultipleObjects), false);
- boolean enableClassification =
- sharedPreferences.getBoolean(context.getString(prefKeyForClassification), true);
-
- ObjectDetectorOptions.Builder builder =
- new ObjectDetectorOptions.Builder().setDetectorMode(mode);
- if (enableMultipleObjects) {
- builder.enableMultipleObjects();
- }
- if (enableClassification) {
- builder.enableClassification();
- }
- return builder.build();
- }
-
- public static CustomObjectDetectorOptions getCustomObjectDetectorOptionsForStillImage(
- Context context, LocalModel localModel) {
- return getCustomObjectDetectorOptions(
- context,
- localModel,
- R.string.pref_key_still_image_object_detector_enable_multiple_objects,
- R.string.pref_key_still_image_object_detector_enable_classification,
- CustomObjectDetectorOptions.SINGLE_IMAGE_MODE);
- }
-
- public static CustomObjectDetectorOptions getCustomObjectDetectorOptionsForLivePreview(
- Context context, LocalModel localModel) {
- return getCustomObjectDetectorOptions(
- context,
- localModel,
- R.string.pref_key_live_preview_object_detector_enable_multiple_objects,
- R.string.pref_key_live_preview_object_detector_enable_classification,
- CustomObjectDetectorOptions.STREAM_MODE);
- }
-
- private static CustomObjectDetectorOptions getCustomObjectDetectorOptions(
- Context context,
- LocalModel localModel,
- @StringRes int prefKeyForMultipleObjects,
- @StringRes int prefKeyForClassification,
- @DetectorMode int mode) {
-
- SharedPreferences sharedPreferences = PreferenceManager.getDefaultSharedPreferences(context);
-
- boolean enableMultipleObjects =
- sharedPreferences.getBoolean(context.getString(prefKeyForMultipleObjects), false);
- boolean enableClassification =
- sharedPreferences.getBoolean(context.getString(prefKeyForClassification), true);
-
- CustomObjectDetectorOptions.Builder builder =
- new CustomObjectDetectorOptions.Builder(localModel).setDetectorMode(mode);
- if (enableMultipleObjects) {
- builder.enableMultipleObjects();
- }
- if (enableClassification) {
- builder.enableClassification().setMaxPerObjectLabelCount(1);
- }
- return builder.build();
- }
-
- public static FaceDetectorOptions getFaceDetectorOptionsForLivePreview(Context context) {
- int landmarkMode =
- getModeTypePreferenceValue(
- context,
- R.string.pref_key_live_preview_face_detection_landmark_mode,
- FaceDetectorOptions.LANDMARK_MODE_NONE);
- int contourMode =
- getModeTypePreferenceValue(
- context,
- R.string.pref_key_live_preview_face_detection_contour_mode,
- FaceDetectorOptions.CONTOUR_MODE_ALL);
- int classificationMode =
- getModeTypePreferenceValue(
- context,
- R.string.pref_key_live_preview_face_detection_classification_mode,
- FaceDetectorOptions.CLASSIFICATION_MODE_NONE);
- int performanceMode =
- getModeTypePreferenceValue(
- context,
- R.string.pref_key_live_preview_face_detection_performance_mode,
- FaceDetectorOptions.PERFORMANCE_MODE_FAST);
-
- SharedPreferences sharedPreferences = PreferenceManager.getDefaultSharedPreferences(context);
- boolean enableFaceTracking =
- sharedPreferences.getBoolean(
- context.getString(R.string.pref_key_live_preview_face_detection_face_tracking), false);
- float minFaceSize =
- Float.parseFloat(
- sharedPreferences.getString(
- context.getString(R.string.pref_key_live_preview_face_detection_min_face_size),
- "0.1"));
-
- FaceDetectorOptions.Builder optionsBuilder =
- new FaceDetectorOptions.Builder()
- .setLandmarkMode(landmarkMode)
- .setContourMode(contourMode)
- .setClassificationMode(classificationMode)
- .setPerformanceMode(performanceMode)
- .setMinFaceSize(minFaceSize);
- if (enableFaceTracking) {
- optionsBuilder.enableTracking();
- }
- return optionsBuilder.build();
- }
-
- public static PoseDetectorOptionsBase getPoseDetectorOptionsForLivePreview(Context context) {
- int performanceMode =
- getModeTypePreferenceValue(
- context,
- R.string.pref_key_live_preview_pose_detection_performance_mode,
- POSE_DETECTOR_PERFORMANCE_MODE_FAST);
- if (performanceMode == POSE_DETECTOR_PERFORMANCE_MODE_FAST) {
- return new PoseDetectorOptions.Builder()
- .setDetectorMode(PoseDetectorOptions.STREAM_MODE)
- .build();
- } else {
- return new AccuratePoseDetectorOptions.Builder()
- .setDetectorMode(AccuratePoseDetectorOptions.STREAM_MODE)
- .build();
- }
- }
-
- public static PoseDetectorOptionsBase getPoseDetectorOptionsForStillImage(Context context) {
- int performanceMode =
- getModeTypePreferenceValue(
- context,
- R.string.pref_key_still_image_pose_detection_performance_mode,
- POSE_DETECTOR_PERFORMANCE_MODE_FAST);
- if (performanceMode == POSE_DETECTOR_PERFORMANCE_MODE_FAST) {
- return new PoseDetectorOptions.Builder()
- .setDetectorMode(PoseDetectorOptions.SINGLE_IMAGE_MODE)
- .build();
- } else {
- return new AccuratePoseDetectorOptions.Builder()
- .setDetectorMode(AccuratePoseDetectorOptions.SINGLE_IMAGE_MODE)
- .build();
- }
- }
-
- public static boolean shouldShowPoseDetectionInFrameLikelihoodLivePreview(Context context) {
- SharedPreferences sharedPreferences = PreferenceManager.getDefaultSharedPreferences(context);
- String prefKey =
- context.getString(R.string.pref_key_live_preview_pose_detector_show_in_frame_likelihood);
- return sharedPreferences.getBoolean(prefKey, true);
- }
-
- public static boolean shouldShowPoseDetectionInFrameLikelihoodStillImage(Context context) {
- SharedPreferences sharedPreferences = PreferenceManager.getDefaultSharedPreferences(context);
- String prefKey =
- context.getString(R.string.pref_key_still_image_pose_detector_show_in_frame_likelihood);
- return sharedPreferences.getBoolean(prefKey, true);
- }
-
- public static boolean shouldPoseDetectionVisualizeZ(Context context) {
- SharedPreferences sharedPreferences = PreferenceManager.getDefaultSharedPreferences(context);
- String prefKey = context.getString(R.string.pref_key_pose_detector_visualize_z);
- return sharedPreferences.getBoolean(prefKey, true);
- }
-
- public static boolean shouldPoseDetectionRescaleZForVisualization(Context context) {
- SharedPreferences sharedPreferences = PreferenceManager.getDefaultSharedPreferences(context);
- String prefKey = context.getString(R.string.pref_key_pose_detector_rescale_z);
- return sharedPreferences.getBoolean(prefKey, true);
- }
-
- public static boolean shouldPoseDetectionRunClassification(Context context) {
- SharedPreferences sharedPreferences = PreferenceManager.getDefaultSharedPreferences(context);
- String prefKey = context.getString(R.string.pref_key_pose_detector_run_classification);
- return sharedPreferences.getBoolean(prefKey, false);
- }
-
- public static boolean shouldSegmentationEnableRawSizeMask(Context context) {
- SharedPreferences sharedPreferences = PreferenceManager.getDefaultSharedPreferences(context);
- String prefKey =
- context.getString(R.string.pref_key_segmentation_raw_size_mask);
- return sharedPreferences.getBoolean(prefKey, false);
- }
-
- /**
- * Mode type preference is backed by {@link android.preference.ListPreference} which only support
- * storing its entry value as string type, so we need to retrieve as string and then convert to
- * integer.
- */
- private static int getModeTypePreferenceValue(
- Context context, @StringRes int prefKeyResId, int defaultValue) {
- SharedPreferences sharedPreferences = PreferenceManager.getDefaultSharedPreferences(context);
- String prefKey = context.getString(prefKeyResId);
- return Integer.parseInt(sharedPreferences.getString(prefKey, String.valueOf(defaultValue)));
- }
-
- public static boolean isCameraLiveViewportEnabled(Context context) {
- SharedPreferences sharedPreferences = PreferenceManager.getDefaultSharedPreferences(context);
- String prefKey = context.getString(R.string.pref_key_camera_live_viewport);
- return sharedPreferences.getBoolean(prefKey, false);
- }
-
- private PreferenceUtils() {}
-}
diff --git a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/preference/SettingsActivity.java b/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/preference/SettingsActivity.java
deleted file mode 100644
index 6c50ee3..0000000
--- a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/preference/SettingsActivity.java
+++ /dev/null
@@ -1,76 +0,0 @@
-/*
- * Copyright 2020 Google LLC. All rights reserved.
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- * http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package com.google.mlkit.vision.demo.preference;
-
-import android.os.Bundle;
-import android.preference.PreferenceFragment;
-import androidx.appcompat.app.ActionBar;
-import androidx.appcompat.app.AppCompatActivity;
-import com.google.mlkit.vision.demo.R;
-
-/**
- * Hosts the preference fragment to configure settings for a demo activity that specified by the
- * {@link LaunchSource}.
- */
-public class SettingsActivity extends AppCompatActivity {
-
- public static final String EXTRA_LAUNCH_SOURCE = "extra_launch_source";
-
- /** Specifies where this activity is launched from. */
- public enum LaunchSource {
- LIVE_PREVIEW(R.string.pref_screen_title_live_preview, LivePreviewPreferenceFragment.class),
- STILL_IMAGE(R.string.pref_screen_title_still_image, StillImagePreferenceFragment.class),
- CAMERAX_LIVE_PREVIEW(
- R.string.pref_screen_title_camerax_live_preview,
- CameraXLivePreviewPreferenceFragment.class),
- CAMERAXSOURCE_DEMO(
- R.string.pref_screen_title_cameraxsource_demo, CameraXSourceDemoPreferenceFragment.class);
-
- private final int titleResId;
- private final Class extends PreferenceFragment> prefFragmentClass;
-
- LaunchSource(int titleResId, Class extends PreferenceFragment> prefFragmentClass) {
- this.titleResId = titleResId;
- this.prefFragmentClass = prefFragmentClass;
- }
- }
-
- @Override
- protected void onCreate(Bundle savedInstanceState) {
- super.onCreate(savedInstanceState);
-
- setContentView(R.layout.activity_settings);
-
- LaunchSource launchSource =
- (LaunchSource) getIntent().getSerializableExtra(EXTRA_LAUNCH_SOURCE);
- ActionBar actionBar = getSupportActionBar();
- if (actionBar != null) {
- actionBar.setTitle(launchSource.titleResId);
- }
-
- try {
- getFragmentManager()
- .beginTransaction()
- .replace(
- R.id.settings_container,
- launchSource.prefFragmentClass.getDeclaredConstructor().newInstance())
- .commit();
- } catch (Exception e) {
- throw new RuntimeException(e);
- }
- }
-}
diff --git a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/preference/StillImagePreferenceFragment.java b/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/preference/StillImagePreferenceFragment.java
deleted file mode 100644
index a1232f4..0000000
--- a/QRCodeDetector/app/src/main/java/com/google/mlkit/vision/demo/preference/StillImagePreferenceFragment.java
+++ /dev/null
@@ -1,31 +0,0 @@
-/*
- * Copyright 2020 Google LLC. All rights reserved.
- *
- * Licensed under the Apache License, Version 2.0 (the "License");
- * you may not use this file except in compliance with the License.
- * You may obtain a copy of the License at
- *
- * http://www.apache.org/licenses/LICENSE-2.0
- *
- * Unless required by applicable law or agreed to in writing, software
- * distributed under the License is distributed on an "AS IS" BASIS,
- * WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
- * See the License for the specific language governing permissions and
- * limitations under the License.
- */
-
-package com.google.mlkit.vision.demo.preference;
-
-import android.os.Bundle;
-import android.preference.PreferenceFragment;
-import com.google.mlkit.vision.demo.R;
-
-/** Configures still image demo settings. */
-public class StillImagePreferenceFragment extends PreferenceFragment {
-
- @Override
- public void onCreate(Bundle savedInstanceState) {
- super.onCreate(savedInstanceState);
- addPreferencesFromResource(R.xml.preference_still_image);
- }
-}
diff --git a/QRCodeDetector/app/src/main/res/color/purple_200.xml b/QRCodeDetector/app/src/main/res/color/purple_200.xml
deleted file mode 100644
index a8b409b..0000000
--- a/QRCodeDetector/app/src/main/res/color/purple_200.xml
+++ /dev/null
@@ -1,4 +0,0 @@
-
-
-
-
\ No newline at end of file
diff --git a/QRCodeDetector/app/src/main/res/drawable-hdpi/ic_settings_white_24dp.png b/QRCodeDetector/app/src/main/res/drawable-hdpi/ic_settings_white_24dp.png
deleted file mode 100644
index a61b8a9..0000000
Binary files a/QRCodeDetector/app/src/main/res/drawable-hdpi/ic_settings_white_24dp.png and /dev/null differ
diff --git a/QRCodeDetector/app/src/main/res/drawable-hdpi/ic_switch_camera_white_48dp.xml b/QRCodeDetector/app/src/main/res/drawable-hdpi/ic_switch_camera_white_48dp.xml
deleted file mode 100644
index 63266d6..0000000
--- a/QRCodeDetector/app/src/main/res/drawable-hdpi/ic_switch_camera_white_48dp.xml
+++ /dev/null
@@ -1,9 +0,0 @@
-
-
-
diff --git a/QRCodeDetector/app/src/main/res/drawable-hdpi/ic_switch_camera_white_48dp_inset.png b/QRCodeDetector/app/src/main/res/drawable-hdpi/ic_switch_camera_white_48dp_inset.png
deleted file mode 100644
index a621627..0000000
Binary files a/QRCodeDetector/app/src/main/res/drawable-hdpi/ic_switch_camera_white_48dp_inset.png and /dev/null differ
diff --git a/QRCodeDetector/app/src/main/res/drawable-mdpi/ic_settings_white_24dp.png b/QRCodeDetector/app/src/main/res/drawable-mdpi/ic_settings_white_24dp.png
deleted file mode 100644
index 9cc8f31..0000000
Binary files a/QRCodeDetector/app/src/main/res/drawable-mdpi/ic_settings_white_24dp.png and /dev/null differ
diff --git a/QRCodeDetector/app/src/main/res/drawable-mdpi/ic_switch_camera_white_48dp.xml b/QRCodeDetector/app/src/main/res/drawable-mdpi/ic_switch_camera_white_48dp.xml
deleted file mode 100644
index 38c8412..0000000
--- a/QRCodeDetector/app/src/main/res/drawable-mdpi/ic_switch_camera_white_48dp.xml
+++ /dev/null
@@ -1,9 +0,0 @@
-
-
-
diff --git a/QRCodeDetector/app/src/main/res/drawable-mdpi/ic_switch_camera_white_48dp_inset.png b/QRCodeDetector/app/src/main/res/drawable-mdpi/ic_switch_camera_white_48dp_inset.png
deleted file mode 100644
index 74b7917..0000000
Binary files a/QRCodeDetector/app/src/main/res/drawable-mdpi/ic_switch_camera_white_48dp_inset.png and /dev/null differ
diff --git a/QRCodeDetector/app/src/main/res/drawable-v24/ic_launcher_foreground.xml b/QRCodeDetector/app/src/main/res/drawable-v24/ic_launcher_foreground.xml
deleted file mode 100644
index 2b068d1..0000000
--- a/QRCodeDetector/app/src/main/res/drawable-v24/ic_launcher_foreground.xml
+++ /dev/null
@@ -1,30 +0,0 @@
-
-
-
-
-
-
-
-
-
-
-
\ No newline at end of file
diff --git a/QRCodeDetector/app/src/main/res/drawable-xhdpi/ic_settings_white_24dp.png b/QRCodeDetector/app/src/main/res/drawable-xhdpi/ic_settings_white_24dp.png
deleted file mode 100644
index 43f5763..0000000
Binary files a/QRCodeDetector/app/src/main/res/drawable-xhdpi/ic_settings_white_24dp.png and /dev/null differ
diff --git a/QRCodeDetector/app/src/main/res/drawable-xhdpi/ic_switch_camera_white_48dp.xml b/QRCodeDetector/app/src/main/res/drawable-xhdpi/ic_switch_camera_white_48dp.xml
deleted file mode 100644
index fb06b0c..0000000
--- a/QRCodeDetector/app/src/main/res/drawable-xhdpi/ic_switch_camera_white_48dp.xml
+++ /dev/null
@@ -1,9 +0,0 @@
-
-
-
diff --git a/QRCodeDetector/app/src/main/res/drawable-xhdpi/ic_switch_camera_white_48dp_inset.png b/QRCodeDetector/app/src/main/res/drawable-xhdpi/ic_switch_camera_white_48dp_inset.png
deleted file mode 100644
index 8d7cb37..0000000
Binary files a/QRCodeDetector/app/src/main/res/drawable-xhdpi/ic_switch_camera_white_48dp_inset.png and /dev/null differ
diff --git a/QRCodeDetector/app/src/main/res/drawable-xxhdpi/ic_settings_white_24dp.png b/QRCodeDetector/app/src/main/res/drawable-xxhdpi/ic_settings_white_24dp.png
deleted file mode 100644
index e3603e9..0000000
Binary files a/QRCodeDetector/app/src/main/res/drawable-xxhdpi/ic_settings_white_24dp.png and /dev/null differ
diff --git a/QRCodeDetector/app/src/main/res/drawable-xxhdpi/ic_switch_camera_white_48dp.xml b/QRCodeDetector/app/src/main/res/drawable-xxhdpi/ic_switch_camera_white_48dp.xml
deleted file mode 100644
index a814bfe..0000000
--- a/QRCodeDetector/app/src/main/res/drawable-xxhdpi/ic_switch_camera_white_48dp.xml
+++ /dev/null
@@ -1,9 +0,0 @@
-
-
-
diff --git a/QRCodeDetector/app/src/main/res/drawable-xxhdpi/ic_switch_camera_white_48dp_inset.png b/QRCodeDetector/app/src/main/res/drawable-xxhdpi/ic_switch_camera_white_48dp_inset.png
deleted file mode 100644
index 74b9f0a..0000000
Binary files a/QRCodeDetector/app/src/main/res/drawable-xxhdpi/ic_switch_camera_white_48dp_inset.png and /dev/null differ
diff --git a/QRCodeDetector/app/src/main/res/drawable-xxxhdpi/ic_settings_white_24dp.png b/QRCodeDetector/app/src/main/res/drawable-xxxhdpi/ic_settings_white_24dp.png
deleted file mode 100644
index 180470c..0000000
Binary files a/QRCodeDetector/app/src/main/res/drawable-xxxhdpi/ic_settings_white_24dp.png and /dev/null differ
diff --git a/QRCodeDetector/app/src/main/res/drawable-xxxhdpi/ic_switch_camera_white_48dp.xml b/QRCodeDetector/app/src/main/res/drawable-xxxhdpi/ic_switch_camera_white_48dp.xml
deleted file mode 100644
index e3c887f..0000000
--- a/QRCodeDetector/app/src/main/res/drawable-xxxhdpi/ic_switch_camera_white_48dp.xml
+++ /dev/null
@@ -1,9 +0,0 @@
-
-
-
diff --git a/QRCodeDetector/app/src/main/res/drawable-xxxhdpi/ic_switch_camera_white_48dp_inset.png b/QRCodeDetector/app/src/main/res/drawable-xxxhdpi/ic_switch_camera_white_48dp_inset.png
deleted file mode 100644
index f8ffc75..0000000
Binary files a/QRCodeDetector/app/src/main/res/drawable-xxxhdpi/ic_switch_camera_white_48dp_inset.png and /dev/null differ
diff --git a/QRCodeDetector/app/src/main/res/drawable/ic_launcher_background.xml b/QRCodeDetector/app/src/main/res/drawable/ic_launcher_background.xml
deleted file mode 100644
index 07d5da9..0000000
--- a/QRCodeDetector/app/src/main/res/drawable/ic_launcher_background.xml
+++ /dev/null
@@ -1,170 +0,0 @@
-
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diff --git a/QRCodeDetector/app/src/main/res/drawable/list_item_background.xml b/QRCodeDetector/app/src/main/res/drawable/list_item_background.xml
deleted file mode 100644
index e0f5840..0000000
--- a/QRCodeDetector/app/src/main/res/drawable/list_item_background.xml
+++ /dev/null
@@ -1,9 +0,0 @@
-
-
-
-
-
diff --git a/QRCodeDetector/app/src/main/res/drawable/logo_mlkit.xml b/QRCodeDetector/app/src/main/res/drawable/logo_mlkit.xml
deleted file mode 100644
index 1d256e0..0000000
--- a/QRCodeDetector/app/src/main/res/drawable/logo_mlkit.xml
+++ /dev/null
@@ -1,42 +0,0 @@
-
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-
diff --git a/QRCodeDetector/app/src/main/res/layout-land/activity_vision_camerax_live_preview.xml b/QRCodeDetector/app/src/main/res/layout-land/activity_vision_camerax_live_preview.xml
deleted file mode 100644
index 45397d5..0000000
--- a/QRCodeDetector/app/src/main/res/layout-land/activity_vision_camerax_live_preview.xml
+++ /dev/null
@@ -1,57 +0,0 @@
-
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-
-
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-
diff --git a/QRCodeDetector/app/src/main/res/layout-land/activity_vision_cameraxsource_demo.xml b/QRCodeDetector/app/src/main/res/layout-land/activity_vision_cameraxsource_demo.xml
deleted file mode 100644
index be5865e..0000000
--- a/QRCodeDetector/app/src/main/res/layout-land/activity_vision_cameraxsource_demo.xml
+++ /dev/null
@@ -1,63 +0,0 @@
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diff --git a/QRCodeDetector/app/src/main/res/layout-land/activity_vision_live_preview.xml b/QRCodeDetector/app/src/main/res/layout-land/activity_vision_live_preview.xml
deleted file mode 100644
index 196f690..0000000
--- a/QRCodeDetector/app/src/main/res/layout-land/activity_vision_live_preview.xml
+++ /dev/null
@@ -1,56 +0,0 @@
-
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-
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diff --git a/QRCodeDetector/app/src/main/res/layout/activity_chooser.xml b/QRCodeDetector/app/src/main/res/layout/activity_chooser.xml
deleted file mode 100644
index 01e0d79..0000000
--- a/QRCodeDetector/app/src/main/res/layout/activity_chooser.xml
+++ /dev/null
@@ -1,35 +0,0 @@
-
-
-
-
-
-
-
-
-
diff --git a/QRCodeDetector/app/src/main/res/layout/activity_settings.xml b/QRCodeDetector/app/src/main/res/layout/activity_settings.xml
deleted file mode 100644
index 9c37b46..0000000
--- a/QRCodeDetector/app/src/main/res/layout/activity_settings.xml
+++ /dev/null
@@ -1,8 +0,0 @@
-
-
-
-
diff --git a/QRCodeDetector/app/src/main/res/layout/activity_still_image.xml b/QRCodeDetector/app/src/main/res/layout/activity_still_image.xml
deleted file mode 100644
index 6fe8d0a..0000000
--- a/QRCodeDetector/app/src/main/res/layout/activity_still_image.xml
+++ /dev/null
@@ -1,77 +0,0 @@
-
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diff --git a/QRCodeDetector/app/src/main/res/layout/activity_vision_camerax_live_preview.xml b/QRCodeDetector/app/src/main/res/layout/activity_vision_camerax_live_preview.xml
deleted file mode 100644
index 67816e1..0000000
--- a/QRCodeDetector/app/src/main/res/layout/activity_vision_camerax_live_preview.xml
+++ /dev/null
@@ -1,60 +0,0 @@
-
-
-
-
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-
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-
-
-
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-
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-
diff --git a/QRCodeDetector/app/src/main/res/layout/activity_vision_cameraxsource_demo.xml b/QRCodeDetector/app/src/main/res/layout/activity_vision_cameraxsource_demo.xml
deleted file mode 100644
index 1e62072..0000000
--- a/QRCodeDetector/app/src/main/res/layout/activity_vision_cameraxsource_demo.xml
+++ /dev/null
@@ -1,65 +0,0 @@
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-
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-
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-
-
-
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-
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-
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diff --git a/QRCodeDetector/app/src/main/res/layout/activity_vision_entry_choice.xml b/QRCodeDetector/app/src/main/res/layout/activity_vision_entry_choice.xml
deleted file mode 100644
index 0f6fafd..0000000
--- a/QRCodeDetector/app/src/main/res/layout/activity_vision_entry_choice.xml
+++ /dev/null
@@ -1,21 +0,0 @@
-
-
-
-
-
diff --git a/QRCodeDetector/app/src/main/res/layout/activity_vision_live_preview.xml b/QRCodeDetector/app/src/main/res/layout/activity_vision_live_preview.xml
deleted file mode 100644
index 9f3708c..0000000
--- a/QRCodeDetector/app/src/main/res/layout/activity_vision_live_preview.xml
+++ /dev/null
@@ -1,60 +0,0 @@
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diff --git a/QRCodeDetector/app/src/main/res/layout/settings_style.xml b/QRCodeDetector/app/src/main/res/layout/settings_style.xml
deleted file mode 100644
index 8505ae1..0000000
--- a/QRCodeDetector/app/src/main/res/layout/settings_style.xml
+++ /dev/null
@@ -1,8 +0,0 @@
-
-
diff --git a/QRCodeDetector/app/src/main/res/layout/spinner_style.xml b/QRCodeDetector/app/src/main/res/layout/spinner_style.xml
deleted file mode 100644
index 40949dc..0000000
--- a/QRCodeDetector/app/src/main/res/layout/spinner_style.xml
+++ /dev/null
@@ -1,10 +0,0 @@
-
-
diff --git a/QRCodeDetector/app/src/main/res/layout/toggle_style.xml b/QRCodeDetector/app/src/main/res/layout/toggle_style.xml
deleted file mode 100644
index 9a0c782..0000000
--- a/QRCodeDetector/app/src/main/res/layout/toggle_style.xml
+++ /dev/null
@@ -1,9 +0,0 @@
-
-
-
-
-
diff --git a/QRCodeDetector/app/src/main/res/menu/camera_button_menu.xml b/QRCodeDetector/app/src/main/res/menu/camera_button_menu.xml
deleted file mode 100644
index 8caf7e3..0000000
--- a/QRCodeDetector/app/src/main/res/menu/camera_button_menu.xml
+++ /dev/null
@@ -1,12 +0,0 @@
-
-
diff --git a/QRCodeDetector/app/src/main/res/mipmap-anydpi-v26/ic_launcher.xml b/QRCodeDetector/app/src/main/res/mipmap-anydpi-v26/ic_launcher.xml
deleted file mode 100644
index eca70cf..0000000
--- a/QRCodeDetector/app/src/main/res/mipmap-anydpi-v26/ic_launcher.xml
+++ /dev/null
@@ -1,5 +0,0 @@
-
-
-
-
-
\ No newline at end of file
diff --git a/QRCodeDetector/app/src/main/res/mipmap-anydpi-v26/ic_launcher_round.xml b/QRCodeDetector/app/src/main/res/mipmap-anydpi-v26/ic_launcher_round.xml
deleted file mode 100644
index eca70cf..0000000
--- a/QRCodeDetector/app/src/main/res/mipmap-anydpi-v26/ic_launcher_round.xml
+++ /dev/null
@@ -1,5 +0,0 @@
-
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\ No newline at end of file
diff --git a/QRCodeDetector/app/src/main/res/mipmap-hdpi/ic_launcher.png b/QRCodeDetector/app/src/main/res/mipmap-hdpi/ic_launcher.png
deleted file mode 100644
index cde69bc..0000000
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diff --git a/QRCodeDetector/app/src/main/res/mipmap-hdpi/ic_launcher_round.png b/QRCodeDetector/app/src/main/res/mipmap-hdpi/ic_launcher_round.png
deleted file mode 100644
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diff --git a/QRCodeDetector/app/src/main/res/mipmap-mdpi/ic_launcher.png b/QRCodeDetector/app/src/main/res/mipmap-mdpi/ic_launcher.png
deleted file mode 100644
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Binary files a/QRCodeDetector/app/src/main/res/mipmap-mdpi/ic_launcher.png and /dev/null differ
diff --git a/QRCodeDetector/app/src/main/res/mipmap-mdpi/ic_launcher_round.png b/QRCodeDetector/app/src/main/res/mipmap-mdpi/ic_launcher_round.png
deleted file mode 100644
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diff --git a/QRCodeDetector/app/src/main/res/mipmap-xhdpi/ic_launcher.png b/QRCodeDetector/app/src/main/res/mipmap-xhdpi/ic_launcher.png
deleted file mode 100644
index bfa42f0..0000000
Binary files a/QRCodeDetector/app/src/main/res/mipmap-xhdpi/ic_launcher.png and /dev/null differ
diff --git a/QRCodeDetector/app/src/main/res/mipmap-xhdpi/ic_launcher_round.png b/QRCodeDetector/app/src/main/res/mipmap-xhdpi/ic_launcher_round.png
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diff --git a/QRCodeDetector/app/src/main/res/mipmap-xxhdpi/ic_launcher.png b/QRCodeDetector/app/src/main/res/mipmap-xxhdpi/ic_launcher.png
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diff --git a/QRCodeDetector/app/src/main/res/mipmap-xxhdpi/ic_launcher_round.png b/QRCodeDetector/app/src/main/res/mipmap-xxhdpi/ic_launcher_round.png
deleted file mode 100644
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Binary files a/QRCodeDetector/app/src/main/res/mipmap-xxhdpi/ic_launcher_round.png and /dev/null differ
diff --git a/QRCodeDetector/app/src/main/res/mipmap-xxxhdpi/ic_launcher.png b/QRCodeDetector/app/src/main/res/mipmap-xxxhdpi/ic_launcher.png
deleted file mode 100644
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Binary files a/QRCodeDetector/app/src/main/res/mipmap-xxxhdpi/ic_launcher.png and /dev/null differ
diff --git a/QRCodeDetector/app/src/main/res/mipmap-xxxhdpi/ic_launcher_round.png b/QRCodeDetector/app/src/main/res/mipmap-xxxhdpi/ic_launcher_round.png
deleted file mode 100644
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Binary files a/QRCodeDetector/app/src/main/res/mipmap-xxxhdpi/ic_launcher_round.png and /dev/null differ
diff --git a/QRCodeDetector/app/src/main/res/values/arrays.xml b/QRCodeDetector/app/src/main/res/values/arrays.xml
deleted file mode 100644
index 823fb93..0000000
--- a/QRCodeDetector/app/src/main/res/values/arrays.xml
+++ /dev/null
@@ -1,53 +0,0 @@
-
-
-
-
- @string/pref_entries_face_detector_landmark_mode_no_landmarks
- @string/pref_entries_face_detector_landmark_mode_all_landmarks
-
-
-
- @string/pref_entry_values_face_detector_landmark_mode_no_landmarks
- @string/pref_entry_values_face_detector_landmark_mode_all_landmarks
-
-
-
- @string/pref_entries_face_detector_contour_mode_no_contours
- @string/pref_entries_face_detector_contour_mode_all_contours
-
-
-
- @string/pref_entry_values_face_detector_contour_mode_no_contours
- @string/pref_entry_values_face_detector_contour_mode_all_contours
-
-
-
- @string/pref_entries_face_detector_classification_mode_no_classifications
- @string/pref_entries_face_detector_classification_mode_all_classifications
-
-
-
- @string/pref_entry_values_face_detector_classification_mode_no_classifications
- @string/pref_entry_values_face_detector_classification_mode_all_classifications
-
-
-
- @string/pref_entries_face_detector_performance_mode_fast
- @string/pref_entries_face_detector_performance_mode_accurate
-
-
-
- @string/pref_entry_values_face_detector_performance_mode_fast
- @string/pref_entry_values_face_detector_performance_mode_accurate
-
-
-
- @string/pref_entries_pose_detector_performance_mode_fast
- @string/pref_entries_pose_detector_performance_mode_accurate
-
-
-
- @string/pref_entry_values_pose_detector_performance_mode_fast
- @string/pref_entry_values_pose_detector_performance_mode_accurate
-
-
diff --git a/QRCodeDetector/app/src/main/res/values/colors.xml b/QRCodeDetector/app/src/main/res/values/colors.xml
deleted file mode 100644
index 57310d7..0000000
--- a/QRCodeDetector/app/src/main/res/values/colors.xml
+++ /dev/null
@@ -1,16 +0,0 @@
-
-
- @color/blue_1
- @color/blue_1
- @color/blue_5
- #00101f
- #0078ff
-
- #78909C
- #E6E6E6
- #689F38
- #BFBFBF
- #FFFFFF
- #4286f4
- #f44242
-
diff --git a/QRCodeDetector/app/src/main/res/values/dimens.xml b/QRCodeDetector/app/src/main/res/values/dimens.xml
deleted file mode 100644
index b62b22a..0000000
--- a/QRCodeDetector/app/src/main/res/values/dimens.xml
+++ /dev/null
@@ -1,6 +0,0 @@
-
-
- 16dp
- 16dp
- 10dp
-
diff --git a/QRCodeDetector/app/src/main/res/values/strings.xml b/QRCodeDetector/app/src/main/res/values/strings.xml
deleted file mode 100644
index cf9790a..0000000
--- a/QRCodeDetector/app/src/main/res/values/strings.xml
+++ /dev/null
@@ -1,139 +0,0 @@
-
-
- MLKit-Vision
- Start scan
- OK
- Access to the camera is needed for detection
- This application cannot run because it does not have the camera permission. The application will now exit.
- Face detector dependencies cannot be downloaded due to low device storage
- Front
- Back
- Vision detectors demo with live camera preview
- Vision detectors demo with a still image
- Vision detectors demo with live preview using CameraX. Note that CameraX is only supported on API 21+
- Object detection with custom classifier using ML Kit CameraXSource API. Note that CameraX is only supported on API 21+
- Download error
- Start over
- Settings
- Select image
- Custom Object Detector
-
-
- ps
- Live preview settings
- Still image settings
- CameraX live preview settings
- CameraXSource live preview settings
- Detection Info
- Face Detection
- Object Detection / Custom Object Detection
- AutoML Image Labeling
- Pose Detection
- Selfie Segmentation
-
-
- pckc
- Camera
- rcpvs
- rcpts
- fcpvs
- fcpts
- crctas
- cfctas
- clv
- Rear camera preview size
- Front camera preview size
- CameraX rear camera target resolution
- CameraX front camera target resolution
- Enable live viewport
- Do not block camera preview drawing on detection
-
-
- Hide detection info
- ih
-
-
- Enable multiple objects
- lpodemo
- siodemo
-
-
- Enable classification
- lpodec
- siodec
-
-
- Landmark mode
- lpfdlm
- No landmarks
- All landmarks
-
- 1
- 2
-
-
- Contour mode
- lpfdcm
- No contours
- All contours
-
- 1
- 2
-
-
- Classification mode
- lpfdcfm
- No classifications
- All classifications
-
- 1
- 2
-
-
- Performance mode
- lpfdpm
- Fast
- Accurate
-
- 1
- 2
-
-
- Face tracking
- lpfdft
-
-
- Minimum face size
- lpfdmfs
- Proportion of the head width to the image width, and the valid value range is [0.0, 1.0]
- Minimum face size must be a float value and in the range [0.0, 1.0]
-
-
- Performance mode
- lppdpm
- sipdpm
- Fast
- Accurate
- 1
- 2
-
-
- Show in-frame likelihood
- lppdsifl
- sipdsifl
-
-
- Visualize z value
- pdvz
- Rescale z value for visualization
- pdrz
-
-
- Run Classification
- pdrc
- Classify squat and pushup poses. Count reps in streaming mode. To get the best classification results based on the current sample data, face the camera side way and make sure your full body is in the frame.
-
-
- Enable raw size mask
- srsm
-
diff --git a/QRCodeDetector/app/src/main/res/values/styles.xml b/QRCodeDetector/app/src/main/res/values/styles.xml
deleted file mode 100644
index 6faac68..0000000
--- a/QRCodeDetector/app/src/main/res/values/styles.xml
+++ /dev/null
@@ -1,9 +0,0 @@
-
-
-
-
diff --git a/QRCodeDetector/app/src/main/res/xml/preference_live_preview_quickstart.xml b/QRCodeDetector/app/src/main/res/xml/preference_live_preview_quickstart.xml
deleted file mode 100644
index 975074c..0000000
--- a/QRCodeDetector/app/src/main/res/xml/preference_live_preview_quickstart.xml
+++ /dev/null
@@ -1,154 +0,0 @@
-
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diff --git a/QRCodeDetector/app/src/main/res/xml/preference_still_image.xml b/QRCodeDetector/app/src/main/res/xml/preference_still_image.xml
deleted file mode 100644
index 77ec9bf..0000000
--- a/QRCodeDetector/app/src/main/res/xml/preference_still_image.xml
+++ /dev/null
@@ -1,68 +0,0 @@
-
-
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-
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-
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-
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diff --git a/QRCodeDetector/app/src/test/java/com/example/helloworld/ExampleUnitTest.kt b/QRCodeDetector/app/src/test/java/com/example/helloworld/ExampleUnitTest.kt
deleted file mode 100644
index 77a3d35..0000000
--- a/QRCodeDetector/app/src/test/java/com/example/helloworld/ExampleUnitTest.kt
+++ /dev/null
@@ -1,17 +0,0 @@
-package com.example.helloworld
-
-import org.junit.Test
-
-import org.junit.Assert.*
-
-/**
- * Example local unit test, which will execute on the development machine (host).
- *
- * See [testing documentation](http://d.android.com/tools/testing).
- */
-class ExampleUnitTest {
- @Test
- fun addition_isCorrect() {
- assertEquals(4, 2 + 2)
- }
-}
\ No newline at end of file
diff --git a/QRCodeDetector/build.gradle b/QRCodeDetector/build.gradle
deleted file mode 100644
index 1f32f52..0000000
--- a/QRCodeDetector/build.gradle
+++ /dev/null
@@ -1,29 +0,0 @@
-// Top-level build file where you can add configuration options common to all sub-projects/modules.
-
-buildscript {
-
- repositories {
- mavenLocal()
- google()
- jcenter()
- }
- dependencies {
- classpath 'com.android.tools.build:gradle:4.1.1'
- classpath 'org.jetbrains.kotlin:kotlin-gradle-plugin:1.4.21'
-
- // NOTE: Do not place your application dependencies here; they belong
- // in the individual module build.gradle files
- }
-}
-
-allprojects {
- repositories {
- mavenLocal()
- google()
- jcenter()
- }
-}
-
-task clean(type: Delete) {
- delete rootProject.buildDir
-}
diff --git a/QRCodeDetector/gradle.properties b/QRCodeDetector/gradle.properties
deleted file mode 100644
index e3f96fb..0000000
--- a/QRCodeDetector/gradle.properties
+++ /dev/null
@@ -1,24 +0,0 @@
-# Project-wide Gradle settings.
-# IDE (e.g. Android Studio) users:
-# Gradle settings configured through the IDE *will override*
-# any settings specified in this file.
-# For more details on how to configure your build environment visit
-# http://www.gradle.org/docs/current/userguide/build_environment.html
-# Specifies the JVM arguments used for the daemon process.
-# The setting is particularly useful for tweaking memory settings.
-org.gradle.jvmargs=-Xmx4096m -XX:MaxPermSize=1024m -XX:+HeapDumpOnOutOfMemoryError -Dfile.encoding=UTF-8
-
-# Uses one worker to build. This helps resolve build OOM issue.
-org.gradle.workers.max=1
-
-# When configured, Gradle will run in incubating parallel mode.
-# This option should only be used with decoupled projects. More details, visit
-# http://www.gradle.org/docs/current/userguide/multi_project_builds.html#sec:decoupled_projects
-# org.gradle.parallel=true
-# AndroidX package structure to make it clearer which packages are bundled with the
-# Android operating system, and which are packaged with your app's APK
-# https://developer.android.com/topic/libraries/support-library/androidx-rn
-android.useAndroidX=true
-# Automatically convert third-party libraries to use AndroidX
-android.enableJetifier=true
-
diff --git a/QRCodeDetector/gradle/wrapper/gradle-wrapper.jar b/QRCodeDetector/gradle/wrapper/gradle-wrapper.jar
deleted file mode 100644
index f6b961f..0000000
Binary files a/QRCodeDetector/gradle/wrapper/gradle-wrapper.jar and /dev/null differ
diff --git a/QRCodeDetector/gradle/wrapper/gradle-wrapper.properties b/QRCodeDetector/gradle/wrapper/gradle-wrapper.properties
deleted file mode 100644
index db3a588..0000000
--- a/QRCodeDetector/gradle/wrapper/gradle-wrapper.properties
+++ /dev/null
@@ -1,6 +0,0 @@
-#Wed Jan 06 14:48:40 PST 2021
-distributionBase=GRADLE_USER_HOME
-distributionPath=wrapper/dists
-zipStoreBase=GRADLE_USER_HOME
-zipStorePath=wrapper/dists
-distributionUrl=https\://services.gradle.org/distributions/gradle-6.5-bin.zip
diff --git a/QRCodeDetector/gradlew b/QRCodeDetector/gradlew
deleted file mode 100644
index cccdd3d..0000000
--- a/QRCodeDetector/gradlew
+++ /dev/null
@@ -1,172 +0,0 @@
-#!/usr/bin/env sh
-
-##############################################################################
-##
-## Gradle start up script for UN*X
-##
-##############################################################################
-
-# Attempt to set APP_HOME
-# Resolve links: $0 may be a link
-PRG="$0"
-# Need this for relative symlinks.
-while [ -h "$PRG" ] ; do
- ls=`ls -ld "$PRG"`
- link=`expr "$ls" : '.*-> \(.*\)$'`
- if expr "$link" : '/.*' > /dev/null; then
- PRG="$link"
- else
- PRG=`dirname "$PRG"`"/$link"
- fi
-done
-SAVED="`pwd`"
-cd "`dirname \"$PRG\"`/" >/dev/null
-APP_HOME="`pwd -P`"
-cd "$SAVED" >/dev/null
-
-APP_NAME="Gradle"
-APP_BASE_NAME=`basename "$0"`
-
-# Add default JVM options here. You can also use JAVA_OPTS and GRADLE_OPTS to pass JVM options to this script.
-DEFAULT_JVM_OPTS=""
-
-# Use the maximum available, or set MAX_FD != -1 to use that value.
-MAX_FD="maximum"
-
-warn () {
- echo "$*"
-}
-
-die () {
- echo
- echo "$*"
- echo
- exit 1
-}
-
-# OS specific support (must be 'true' or 'false').
-cygwin=false
-msys=false
-darwin=false
-nonstop=false
-case "`uname`" in
- CYGWIN* )
- cygwin=true
- ;;
- Darwin* )
- darwin=true
- ;;
- MINGW* )
- msys=true
- ;;
- NONSTOP* )
- nonstop=true
- ;;
-esac
-
-CLASSPATH=$APP_HOME/gradle/wrapper/gradle-wrapper.jar
-
-# Determine the Java command to use to start the JVM.
-if [ -n "$JAVA_HOME" ] ; then
- if [ -x "$JAVA_HOME/jre/sh/java" ] ; then
- # IBM's JDK on AIX uses strange locations for the executables
- JAVACMD="$JAVA_HOME/jre/sh/java"
- else
- JAVACMD="$JAVA_HOME/bin/java"
- fi
- if [ ! -x "$JAVACMD" ] ; then
- die "ERROR: JAVA_HOME is set to an invalid directory: $JAVA_HOME
-
-Please set the JAVA_HOME variable in your environment to match the
-location of your Java installation."
- fi
-else
- JAVACMD="java"
- which java >/dev/null 2>&1 || die "ERROR: JAVA_HOME is not set and no 'java' command could be found in your PATH.
-
-Please set the JAVA_HOME variable in your environment to match the
-location of your Java installation."
-fi
-
-# Increase the maximum file descriptors if we can.
-if [ "$cygwin" = "false" -a "$darwin" = "false" -a "$nonstop" = "false" ] ; then
- MAX_FD_LIMIT=`ulimit -H -n`
- if [ $? -eq 0 ] ; then
- if [ "$MAX_FD" = "maximum" -o "$MAX_FD" = "max" ] ; then
- MAX_FD="$MAX_FD_LIMIT"
- fi
- ulimit -n $MAX_FD
- if [ $? -ne 0 ] ; then
- warn "Could not set maximum file descriptor limit: $MAX_FD"
- fi
- else
- warn "Could not query maximum file descriptor limit: $MAX_FD_LIMIT"
- fi
-fi
-
-# For Darwin, add options to specify how the application appears in the dock
-if $darwin; then
- GRADLE_OPTS="$GRADLE_OPTS \"-Xdock:name=$APP_NAME\" \"-Xdock:icon=$APP_HOME/media/gradle.icns\""
-fi
-
-# For Cygwin, switch paths to Windows format before running java
-if $cygwin ; then
- APP_HOME=`cygpath --path --mixed "$APP_HOME"`
- CLASSPATH=`cygpath --path --mixed "$CLASSPATH"`
- JAVACMD=`cygpath --unix "$JAVACMD"`
-
- # We build the pattern for arguments to be converted via cygpath
- ROOTDIRSRAW=`find -L / -maxdepth 1 -mindepth 1 -type d 2>/dev/null`
- SEP=""
- for dir in $ROOTDIRSRAW ; do
- ROOTDIRS="$ROOTDIRS$SEP$dir"
- SEP="|"
- done
- OURCYGPATTERN="(^($ROOTDIRS))"
- # Add a user-defined pattern to the cygpath arguments
- if [ "$GRADLE_CYGPATTERN" != "" ] ; then
- OURCYGPATTERN="$OURCYGPATTERN|($GRADLE_CYGPATTERN)"
- fi
- # Now convert the arguments - kludge to limit ourselves to /bin/sh
- i=0
- for arg in "$@" ; do
- CHECK=`echo "$arg"|egrep -c "$OURCYGPATTERN" -`
- CHECK2=`echo "$arg"|egrep -c "^-"` ### Determine if an option
-
- if [ $CHECK -ne 0 ] && [ $CHECK2 -eq 0 ] ; then ### Added a condition
- eval `echo args$i`=`cygpath --path --ignore --mixed "$arg"`
- else
- eval `echo args$i`="\"$arg\""
- fi
- i=$((i+1))
- done
- case $i in
- (0) set -- ;;
- (1) set -- "$args0" ;;
- (2) set -- "$args0" "$args1" ;;
- (3) set -- "$args0" "$args1" "$args2" ;;
- (4) set -- "$args0" "$args1" "$args2" "$args3" ;;
- (5) set -- "$args0" "$args1" "$args2" "$args3" "$args4" ;;
- (6) set -- "$args0" "$args1" "$args2" "$args3" "$args4" "$args5" ;;
- (7) set -- "$args0" "$args1" "$args2" "$args3" "$args4" "$args5" "$args6" ;;
- (8) set -- "$args0" "$args1" "$args2" "$args3" "$args4" "$args5" "$args6" "$args7" ;;
- (9) set -- "$args0" "$args1" "$args2" "$args3" "$args4" "$args5" "$args6" "$args7" "$args8" ;;
- esac
-fi
-
-# Escape application args
-save () {
- for i do printf %s\\n "$i" | sed "s/'/'\\\\''/g;1s/^/'/;\$s/\$/' \\\\/" ; done
- echo " "
-}
-APP_ARGS=$(save "$@")
-
-# Collect all arguments for the java command, following the shell quoting and substitution rules
-eval set -- $DEFAULT_JVM_OPTS $JAVA_OPTS $GRADLE_OPTS "\"-Dorg.gradle.appname=$APP_BASE_NAME\"" -classpath "\"$CLASSPATH\"" org.gradle.wrapper.GradleWrapperMain "$APP_ARGS"
-
-# by default we should be in the correct project dir, but when run from Finder on Mac, the cwd is wrong
-if [ "$(uname)" = "Darwin" ] && [ "$HOME" = "$PWD" ]; then
- cd "$(dirname "$0")"
-fi
-
-exec "$JAVACMD" "$@"
diff --git a/QRCodeDetector/gradlew.bat b/QRCodeDetector/gradlew.bat
deleted file mode 100644
index f955316..0000000
--- a/QRCodeDetector/gradlew.bat
+++ /dev/null
@@ -1,84 +0,0 @@
-@if "%DEBUG%" == "" @echo off
-@rem ##########################################################################
-@rem
-@rem Gradle startup script for Windows
-@rem
-@rem ##########################################################################
-
-@rem Set local scope for the variables with windows NT shell
-if "%OS%"=="Windows_NT" setlocal
-
-set DIRNAME=%~dp0
-if "%DIRNAME%" == "" set DIRNAME=.
-set APP_BASE_NAME=%~n0
-set APP_HOME=%DIRNAME%
-
-@rem Add default JVM options here. You can also use JAVA_OPTS and GRADLE_OPTS to pass JVM options to this script.
-set DEFAULT_JVM_OPTS=
-
-@rem Find java.exe
-if defined JAVA_HOME goto findJavaFromJavaHome
-
-set JAVA_EXE=java.exe
-%JAVA_EXE% -version >NUL 2>&1
-if "%ERRORLEVEL%" == "0" goto init
-
-echo.
-echo ERROR: JAVA_HOME is not set and no 'java' command could be found in your PATH.
-echo.
-echo Please set the JAVA_HOME variable in your environment to match the
-echo location of your Java installation.
-
-goto fail
-
-:findJavaFromJavaHome
-set JAVA_HOME=%JAVA_HOME:"=%
-set JAVA_EXE=%JAVA_HOME%/bin/java.exe
-
-if exist "%JAVA_EXE%" goto init
-
-echo.
-echo ERROR: JAVA_HOME is set to an invalid directory: %JAVA_HOME%
-echo.
-echo Please set the JAVA_HOME variable in your environment to match the
-echo location of your Java installation.
-
-goto fail
-
-:init
-@rem Get command-line arguments, handling Windows variants
-
-if not "%OS%" == "Windows_NT" goto win9xME_args
-
-:win9xME_args
-@rem Slurp the command line arguments.
-set CMD_LINE_ARGS=
-set _SKIP=2
-
-:win9xME_args_slurp
-if "x%~1" == "x" goto execute
-
-set CMD_LINE_ARGS=%*
-
-:execute
-@rem Setup the command line
-
-set CLASSPATH=%APP_HOME%\gradle\wrapper\gradle-wrapper.jar
-
-@rem Execute Gradle
-"%JAVA_EXE%" %DEFAULT_JVM_OPTS% %JAVA_OPTS% %GRADLE_OPTS% "-Dorg.gradle.appname=%APP_BASE_NAME%" -classpath "%CLASSPATH%" org.gradle.wrapper.GradleWrapperMain %CMD_LINE_ARGS%
-
-:end
-@rem End local scope for the variables with windows NT shell
-if "%ERRORLEVEL%"=="0" goto mainEnd
-
-:fail
-rem Set variable GRADLE_EXIT_CONSOLE if you need the _script_ return code instead of
-rem the _cmd.exe /c_ return code!
-if not "" == "%GRADLE_EXIT_CONSOLE%" exit 1
-exit /b 1
-
-:mainEnd
-if "%OS%"=="Windows_NT" endlocal
-
-:omega
diff --git a/QRCodeDetector/settings.gradle b/QRCodeDetector/settings.gradle
deleted file mode 100644
index 6e3f4d5..0000000
--- a/QRCodeDetector/settings.gradle
+++ /dev/null
@@ -1,2 +0,0 @@
-rootProject.name='ML Kit Vision Quickstart'
-include ':app'