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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
```bash
pip install -r requirements.txt
```
## Usage
```bash
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 |