Team Ai
Apppublic

andreped/vit-explainer

sourceHugging Facemitupdated 3y agoView on Hugging Face
2likes
App README

vit-explainer

![license](https://github.com/raidionics/AeroPath/blob/main/LICENSE.md) ![CI/CD](https://github.com/andreped/vit-explainer/actions/workflows/deploy.yml) <a target="_blank" href="https://huggingface.co/spaces/andreped/vit-explainer"><img src="https://img.shields.io/badge/🤗%20Hugging%20Face-Spaces-yellow.svg"></a>

This web app was developed to test and demonstrate an explainable AI (XAI)-based technique with a pretrained vision transformer (ViT).

The app is deployed on Hugging Face and can be access by clicking the 🤗 badge above.

Demo

<img width="1283" alt="Screenshot 2023-11-12 at 23 48 54" src="https://github.com/andreped/vit-explainer/assets/29090665/1fe47bb5-625d-4717-9348-53930d5129dc">

Development

To run the app locally, you run the following in the terminal:

git clone "https://github.com/andreped/vit-explainer.git"
cd "vit-explainer/"

virtualenv -ppython3 venv --clear
source venv/bin/activate
pip install -r requirements.txt

python app.py

License

The code in this repository is released under MIT license.