Skip to content

Arvindhbabu/DeepVision-AI

Repository files navigation

DeepVision AI

An Explainable Deepfake Detection Framework using Vision Transformers, Temporal Modeling, and Grad-CAM.

Status

🚧 Under Active Development

Features

  • Vision Transformer based Deepfake Detection
  • Explainable AI using Grad-CAM
  • FF++ and Celeb-DF Support
  • Cross Dataset Evaluation
  • Streamlit Deployment
  • Research-oriented Modular Framework

Repository Structure

See PROJECT_STATUS.md for the current development roadmap.

About

An explainable deepfake detection framework leveraging Vision Transformers (ViT), temporal pooling, and Grad-CAM for interpretable image and video forgery detection across benchmark datasets.

Topics

Resources

License

Stars

1 star

Watchers

0 watching

Forks

Packages

 
 
 

Contributors

Languages