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