Skip to content

Clothes style detector, predicts patterns and color together with the clothing category.

License

Notifications You must be signed in to change notification settings

zeynepCankara/Clothing-Style-Detector

Repository files navigation

clothing_detector

Clothes detector, predicting patterns and color together with the clothing category. Made for my internship Summer 2018 @Somera.

Exemple Detections

Code uses Keras API Tensorflow as backend.

  • In order to run the code Tensorflow Object Detection API set-up needed.

  • Copy and paste all the files in to the tensorflow/models/reserach/object_detection directory

  • Dataset taken from: http://streetstyle.cs.cornell.edu/

  • clothes_detector.py (uses tenorflow object-detection API and reads images from static/img folder outputs the prediction in train_images folder)

  • train_test_splitter.py (clean, visualize the dataset dataset ready to feed into Keras classifiers)

  • prediction_module.py (runs custom classifiers on Tensorflow Object detection API's region proposals)

  • keras_models.py (creates color, pattern, clothing classifiers uses Keras API)

About

Clothes style detector, predicts patterns and color together with the clothing category.

Topics

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages