https://github.com/cloud-annotations/object-tracking-js

Track an object as it moves in a video with no training
https://github.com/cloud-annotations/object-tracking-js

mosse tensorflow tracking

Last synced: about 1 month ago
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Track an object as it moves in a video with no training

• Host: GitHub
• URL: https://github.com/cloud-annotations/object-tracking-js
• Owner: cloud-annotations
• License: mit
• Created: 2019-09-25T21:59:18.000Z (about 5 years ago)
• Default Branch: master
• Last Pushed: 2022-02-12T21:57:16.000Z (almost 3 years ago)
• Last Synced: 2024-10-27T10:04:40.387Z (about 2 months ago)
• Topics: mosse, tensorflow, tracking
• Language: JavaScript
• Homepage:
• Size: 12.5 MB
• Stars: 187
• Watchers: 6
• Forks: 41
• Open Issues: 24
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

Awesome Lists containing this project

• awesome-github-star - object-tracking-js - annotations | 177 | (JavaScript)

README

        
# Object Tracking JavaScript SDK

[![NPM Version](https://img.shields.io/npm/v/@cloud-annotations/object-tracking.svg)](https://npmjs.org/package/@cloud-annotations/object-tracking)

[![NPM Downloads](https://img.shields.io/npm/dm/@cloud-annotations/object-tracking.svg)](https://npmjs.org/package/@cloud-annotations/object-tracking)

![Demo](object-track.gif)

[![Edit cranky-keller-cp4ms](https://codesandbox.io/static/img/play-codesandbox.svg)](https://codesandbox.io/s/cranky-keller-cp4ms?fontsize=14&hidenavigation=1&theme=dark)

### Simple object tracking with TensorFlow.js.

Just draw a box and track it as it moves across the video, no training required.

## Installation

```bash

npm install @cloud-annotations/object-tracking

```

## Usage

```js

import objectTracker from '@cloud-annotations/object-tracking'

const frame1 = document.getElementById('img1')

const frame2 = document.getElementById('img2')

const frame3 = document.getElementById('img3')

//    ...

const frameN = document.getElementById('imgN')

const tracker = objectTracker.init(frame1, [x, y, width, height])

const box2 = await tracker.next(frame2)

const box3 = await tracker.next(frame3)

//    ...

const boxN = await tracker.next(frameN)

// box =>

[x, y, width, height]

```

## Usage via Script Tag

```html

```