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/
- refer to
-
arguments settings
- refer to arguments.py