README.md

---
title: CNN-Transformer Explainability
emoji: 👀
colorFrom: yellow
colorTo: gray
sdk: gradio
app_file: app.py
pinned: false
---

# 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:

```bash
pip install -r requirements.txt
```

## Run:

```python
python app.py
```

## CAM

![](results/CAM.png)

## Attention Rollout

![](results/ROLLOUT.png)