README.md

metadata

title: TrueVision
emoji: 👁️
colorFrom: blue
colorTo: indigo
sdk: docker
pinned: false

DeepFake Detection

A Flask web application for detecting deepfake videos and images using EfficientNet-B0.

Features

• Video Detection: Upload videos (MP4, AVI, MOV) to detect deepfakes
• Image Detection: Analyze images for AI manipulation
• Visual Analysis: Temporal heatmaps showing frame-by-frame detection confidence
• User Authentication: Login/signup functionality

Installation

pip install -r requirements.txt

Usage

python server.py

Then open http://localhost:5000 in your browser.

Project Structure

├── server.py           # Main Flask application
├── models.py           # Database models
├── models/             # AI model weights
│   └── best_model-v3.pt
├── templates/          # HTML templates
├── static/             # CSS and static files
└── requirements.txt    # Python dependencies

Requirements

• Python 3.8+
• See requirements.txt for all dependencies

Simple Guide py -3.11 -m venv venv_gemini .\venv_gemini\Scripts\activate pip install -r requirements.txt python server.py