SahilC / knowledge-distill-fine-grained

Code for the Knowledge distillation work to enhance fine grained disease recognition.

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Knowledge Distillation for Disease Prediction from Fundus Images

Work done in Microsoft AI Research.

Run the code with:-

python main.py

Run configuration can be modified in:-

config_small.gin

For Grad-cam visualizations, load the model you'd like to visualize on line 228 in grad-cam.py and run with:-

python grad-cam.py --use-cuda

The grad visualizations will be written to a folder outputs.

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Code for the Knowledge distillation work to enhance fine grained disease recognition.


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