{"id":18785251,"url":"https://github.com/andreped/vit-explainer","last_synced_at":"2025-04-13T12:33:45.412Z","repository":{"id":206868190,"uuid":"717858572","full_name":"andreped/vit-explainer","owner":"andreped","description":"🔥 Demonstrating Explainable AI with Vision Transformer in web 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'vit-explainer'\ncolorFrom: indigo\ncolorTo: indigo\nsdk: gradio\napp_port: 7860\nemoji: 🔥\npinned: false\nlicense: mit\napp_file: app.py\n---\n\n# vit-explainer\n\n[![license](https://img.shields.io/github/license/DAVFoundation/captain-n3m0.svg?style=flat-square)](https://github.com/raidionics/AeroPath/blob/main/LICENSE.md)\n[![CI/CD](https://github.com/andreped/vit-explainer/actions/workflows/deploy.yml/badge.svg)](https://github.com/andreped/vit-explainer/actions/workflows/deploy.yml)\n\u003ca target=\"_blank\" href=\"https://huggingface.co/spaces/andreped/vit-explainer\"\u003e\u003cimg src=\"https://img.shields.io/badge/🤗%20Hugging%20Face-Spaces-yellow.svg\"\u003e\u003c/a\u003e\n\nThis web app was developed to test and demonstrate an explainable AI (XAI)-based technique with a pretrained vision transformer (ViT). \n\nThe app is deployed on Hugging Face and can be access by clicking the 🤗 badge above.\n\n## Demo\n\n\u003cimg 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\"\u003e\n\n## Development\n\nTo run the app locally, you run the following in the terminal:\n\n```\ngit clone \"https://github.com/andreped/vit-explainer.git\"\ncd \"vit-explainer/\"\n\nvirtualenv -ppython3 venv --clear\nsource venv/bin/activate\npip install -r requirements.txt\n\npython app.py\n```\n\n## License\n\nThe code in this repository is released under [MIT license](https://github.com/andreped/vit-explainer/blob/main/LICENSE.md).\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fandreped%2Fvit-explainer","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fandreped%2Fvit-explainer","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fandreped%2Fvit-explainer/lists"}