https://github.com/imane0x/detectandtrack

Object detection and tracking in videos with YOLOWorld and ByteTrack, featuring a Gradio interface for easy interaction and multi-class support.
https://github.com/imane0x/detectandtrack

bytetrack gradio supervision ultralytics yolo-world

Last synced: about 1 month ago
JSON representation

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

• Host: GitHub
• URL: https://github.com/imane0x/detectandtrack
• Owner: imane0x
• Created: 2024-10-15T15:38:08.000Z (3 months ago)
• Default Branch: main
• Last Pushed: 2024-10-24T00:25:09.000Z (2 months ago)
• Last Synced: 2024-10-24T13:07:41.993Z (2 months ago)
• Topics: bytetrack, gradio, supervision, ultralytics, yolo-world
• Language: Python
• Homepage:
• Size: 2.38 MB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

Awesome Lists containing this project

README

        
# 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

```bash

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

cd DetectAndTrack

```

### Install Requirements

```bash

pip install -r requirements.txt

```

### Run

```bash

python app.py 

```

## Demo

- Detecting and tracking people, handbags and backpacks.