CNN - Transformer Explainability
A simple tool with Gradio to compare Class Activation Map (CAM) from a ResNet50 with Attention Rollout from ViT.
Installation
Install requirements with:
pip install -r requirements.txt
Run:
python app.py
CAM
![](/spaces/mmeendez/cnn_transformer_explainability/resolve/main/results/CAM.png)
Attention Rollout
![](/spaces/mmeendez/cnn_transformer_explainability/resolve/main/results/ROLLOUT.png)