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

πŸš€ 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)