Animal Id ML Toolkit

This is collection of python code for developing image based animal id systems.

What's all in here?

Main functionalities

• Interacting with social media API data_tools.actions
• Do object detection and crop image based on detection results. data_tools.processing
• Simple interactive python utility for manually identifying images data_tools.processing
• Metric for measuring recall of identity embeddings model_tools.encoder.proximity_hits
• Keras.Callback based embedding visualization tool model_tools.encoder
• Keras.Sequence based data generators for images and embeddings model_tools.generators

What's to come?

• Better documentation obviously
• global verbosity control
• Cython compilation for library
• Iterative data cleaning / continuous training cycle