README.md

---
title: Object Tracking Boxmot
emoji: 📊
colorFrom: red
colorTo: blue
sdk: gradio
sdk_version: 5.26.0
app_file: app.py
pinned: false
---


# 🚀 Object Tracking Application

A Gradio-based interface for object detection and tracking in videos using YOLOv8 and various tracking algorithms.

## Features

- Multiple YOLOv8 model options (nano, small, medium)
- Support for multiple tracking methods (ByteTrack, BoT-SORT, OC-SORT, StrongSORT)
- Class-specific tracking (filter by COCO class IDs)
- Adjustable confidence threshold
- Video output with tracking visualization
- Environment checking for debugging

## Prerequisites

- Python 3.8 or higher
- FFmpeg (for video processing)