Small-Object Detection in Remote Sensing (satellite) Images with End-to-End Edge-Enhanced GAN and Object Detector Network

Decode satellite signals on Raspberry PI or any other 64-bit CPU.

🌐 dynamic tile server for visualizing rasters in Jupyter with ipyleaflet or folium

Display GeoTIFFs and soon other types of raster on your Leaflet Map

A list of open geospatial datasets on AWS

A list of radar and optical satellite datasets for ship detection, classification, semantic segmentation and instance segmentation tasks.

Core OSSIM (Open Source Software Image Map) package including C++ code for OSSIM library, command-line applications, tests, and build system

A set of tools to use in Google Earth Engine Code Editor (JavaScript)

A collection of all earth related space Images in one script to set as your Desktop background.

[IGARSS'22]: A Transformer-Based Siamese Network for Change Detection

Live geostationary weather satellite imagery for your desktop background

Datasets for deep learning with satellite & aerial imagery

Helper package with multiple U-Net implementations in Keras as well as useful utility tools helpful when working with image semantic segmentation tasks. This library and underlying tools come from …

🌱 Deep Learning for Instance Segmentation of Agricultural Fields - Master thesis

Pytorch implementation of ResUnet and ResUnet ++

Open solution to the Mapping Challenge 🌎

A python package that extends Google Earth Engine.

🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.

Open-source satellite tracker and pass predictor for Android, inspired by Gpredict

A list of open geospatial datasets available on AWS, Earth Engine, Planetary Computer, NASA CMR, and STAC Index

Data Preparation for Satellite Machine Learning

A curated list of resources focused on Machine Learning in Geospatial Data Science.

curated list of awesome tools, tutorials and APIs for Copernicus Sentinel satellite data

TernausNetV2: Fully Convolutional Network for Instance Segmentation

interactive notebooks from Planet Engineering

Interactive interface for browsing global, full-resolution satellite imagery

A ready-to-use curated list of Spectral Indices for Remote Sensing applications.

Download and process satellite imagery in Python using Sentinel Hub services.