README.md

---
license: apache-2.0
title: YOLO Car Detection
sdk: gradio
emoji: 🚀
colorFrom: yellow
colorTo: yellow
short_description: sdasd
app_file: main.py
pinned: false
sdk_version: 5.44.0
---
# Car Damage Detection System with YOLOv11

A state-of-the-art vehicle damage detection and comparison system using YOLOv11, designed to analyze vehicle conditions before and after delivery.

## Features

- **YOLOv11 Detection**: YOLO model for accurate damage detection
- **Smart Comparison**: IoU-based matching using Hungarian algorithm
- **6-Position Analysis**: Comprehensive vehicle inspection from multiple angles
- **Case Classification**: Automatic categorization of damage scenarios
- **Visual Reports**: Generated comparison images with damage highlights
- **REST API**: Easy integration with existing systems

## Use Cases

The system identifies three main scenarios:

1. **Case 1 - Existing Damage**: Damages present before and after delivery → Delivery completed
2. **Case 2 - New Damage**: New damages detected after delivery → Issue during delivery
3. **Case 3 - No Damage**: No damages detected → Successful delivery

## Quick Start

### Installation

1. Clone the repository
2. Install dependencies:
```bash
pip install -r requirements.txt