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Object detection and tracking in videos with YOLOWorld and ByteTrack, featuring a Gradio interface for easy interaction and multi-class support.

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imane0x/DetectAndTrack

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DetectAndTrack

This project implements object detection and tracking using YOLOWorld and ByteTrack. Users can upload videos and specify classes for detection, making it suitable for various applications in computer vision.

Features

  • Detect and track objects in videos.
  • User-friendly Gradio interface for easy interaction.
  • Supports multiple classes for detection based on user input.

Installation

To set up the project, follow these steps:

Setup

Clone Repo

git clone https://github.com/imane0x/DetectAndTrack.git
cd DetectAndTrack

Install Requirements

pip install -r requirements.txt

Run

python app.py 

Demo

  • Detecting and tracking people, handbags and backpacks.

About

Object detection and tracking in videos with YOLOWorld and ByteTrack, featuring a Gradio interface for easy interaction and multi-class support.

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