Hugging Face's logo

Spaces:
saakshigupta
/
deepfake-explainer-app
Paused

App Files Community
deepfake-explainer-app / README.md
saakshigupta's picture
saakshigupta
Update README.md
7dc7a8a verified
preview code
|
raw
history blame contribute delete
1.05 kB

A newer version of the Streamlit SDK is available: 1.45.1

Upgrade
metadata
title: Deepfake Explainer App
emoji: 🔍
colorFrom: purple
colorTo: blue
sdk: streamlit
sdk_version: 1.32.0
app_file: app.py
pinned: false

Deepfake Image Analyzer

This Streamlit app uses a fine-tuned Llama 3.2 Vision model to analyze images for signs of deepfake manipulation.

Features

  • Upload any image to analyze for deepfake indicators
  • Get both technical and non-technical explanations
  • Customize the analysis with your own instructions
  • Adjust generation parameters like temperature and response length

Model Details

This app uses the saakshigupta/deepfake-explainer-1 model, which is a fine-tuned version of Llama 3.2 Vision.

Usage Tips

  1. Upload a clear image of a face
  2. The model works best with front-facing portraits
  3. For more detailed analysis, increase the maximum response length
  4. You can customize the instruction in the sidebar

Technical Notes

The model implements a special cross-attention mask fix to handle vision features properly.