---
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