VerokeAI/Object_tracking_boxmot

🚀 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)