Another more interesting than digit classification dataset to use to get biology and medicine students more excited about machine learning and image processing.

• To observe different behaviors of CNN using Grad-CAM as the training progresses when using pretrained models and training from scratches
• Detailed exaplnatation on Experiments with PDF in Korean

• run

python train.py

• to find lr

python lr_finder_train.py

• experiments on partial freeze

python partial_freeze_train.py

• experiments on GradCAM

python gradcam_train.py

• scripts examples

  • refer to full_scripts/

• arguments settings

  • refer to arguments.py

• kaggle notebooks