Variety method for Computer Vision

Grad-CAM(Class Activation Map)

Grad-CAM provides us with a way to look into what particular parts of the image influenced the whole model's decision for a specifically assigned label.
It is implemented grad-CAM using Pytorch's hooks.

example code at grad_cam.ipynb
example result at grad_cam_result

grad cam example

Vision Transformer (ViT)

Data Augmentation

Confusion Matrix

Knowledge distillation