https://github.com/poly-glot/tensorflowjs-remove-background

Remove Background from the picture using WebAssembly & TensorFlow.js
https://github.com/poly-glot/tensorflowjs-remove-background

canvas javascript jest-tests micro-app tdd-javascript tensorflow-experiments tensorflow-model tensorflowjs vanilla-javascript vanilla-js vanillajs webassembly-demo year-2020

Last synced: 3 months ago
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Remove Background from the picture using WebAssembly & TensorFlow.js

• Host: GitHub
• URL: https://github.com/poly-glot/tensorflowjs-remove-background
• Owner: poly-glot
• License: mit
• Created: 2020-04-04T21:24:22.000Z (almost 5 years ago)
• Default Branch: main
• Last Pushed: 2023-07-07T23:09:17.000Z (over 1 year ago)
• Last Synced: 2024-09-27T21:03:12.812Z (4 months ago)
• Topics: canvas, javascript, jest-tests, micro-app, tdd-javascript, tensorflow-experiments, tensorflow-model, tensorflowjs, vanilla-javascript, vanilla-js, vanillajs, webassembly-demo, year-2020
• Language: JavaScript
• Homepage: https://removebg.junaid.guru
• Size: 2.88 MB
• Stars: 109
• Watchers: 8
• Forks: 13
• Open Issues: 11
• Metadata Files:
  • Readme: README.MD
  • License: LICENSE

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README

        
# tensorflowjs-remove-background

![CI/CD](https://github.com/poly-glot/tensorflowjs-remove-background/workflows/CI/CD/badge.svg)

[![codecov](https://codecov.io/gh/poly-glot/tensorflowjs-remove-background/branch/master/graph/badge.svg)](https://codecov.io/gh/poly-glot/tensorflowjs-remove-background)

[![This project is using Percy.io for visual regression testing.](https://percy.io/static/images/percy-badge.svg)](https://percy.io/328a6753/tensorflowjs-remove-background)

[![Cypress.io Dashboard](https://img.shields.io/badge/cypress-dashboard-brightgreen.svg)](https://dashboard.cypress.io/projects/jp2thc/runs)

[![DeepScan grade](https://deepscan.io/api/teams/8408/projects/10623/branches/149386/badge/grade.svg)](https://deepscan.io/dashboard#view=project&tid=8408&pid=10623&bid=149386)

[![Maintainability](https://api.codeclimate.com/v1/badges/e9ab18c4667689e347de/maintainability)](https://codeclimate.com/github/poly-glot/tensorflowjs-remove-background/maintainability)

[![Open in Gitpod](https://gitpod.io/button/open-in-gitpod.svg)](https://gitpod.io/#https://github.com/poly-glot/tensorflowjs-remove-background)

Remove Background from the picture using WebAssembly & TensorFlow.js

# Getting Started

```

npm install

npm start

```

## Demonstration

    

        Canvas

        How to manipulate ImageData to build a new image.

    

    

        Canvas

        Save Canvas image.

    

    

        SEO

        Excluding Unwanted Text from the Google Index <!--googleoff: index-->

    

    

        HTML

        Use referrerpolicy="no-referrer" to disable hotlink protection.

    

    

        HTML

        Use accept attribute e.g. accept=".jpg,.png,.jpeg" to allow users to select required file type.

    

    

        JS

        Handle events using Event Bubbling.

    

    

        Accessibility

        A small & Accessible Collapse implementation.

    

# Browser Support

2 most recent versions of Chrome, Firefox, Safari & MS Edge.