{"id":14384691,"url":"https://github.com/javascript-machine-learning/color-accessibility-neural-network-deeplearnjs","last_synced_at":"2025-08-23T17:33:19.415Z","repository":{"id":70933597,"uuid":"111790246","full_name":"javascript-machine-learning/color-accessibility-neural-network-deeplearnjs","owner":"javascript-machine-learning","description":"🍃 Using a Neural Network to improve web accessibility in JavaScript.","archived":false,"fork":false,"pushed_at":"2017-12-28T11:30:19.000Z","size":129,"stargazers_count":226,"open_issues_count":1,"forks_count":36,"subscribers_count":17,"default_branch":"master","last_synced_at":"2024-08-29T18:35:37.589Z","etag":null,"topics":["deep-learning","deep-learning-tutorial","deep-neural-networks","deeplearnjs","javascript","machine-learning","machine-learning-algorithms","neural-network","neural-network-example","neural-networks"],"latest_commit_sha":null,"homepage":"https://www.robinwieruch.de/neural-networks-deeplearnjs-javascript/","language":"JavaScript","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/javascript-machine-learning.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null}},"created_at":"2017-11-23T09:34:42.000Z","updated_at":"2024-08-24T04:34:09.000Z","dependencies_parsed_at":"2023-03-18T16:38:03.070Z","dependency_job_id":null,"html_url":"https://github.com/javascript-machine-learning/color-accessibility-neural-network-deeplearnjs","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/javascript-machine-learning%2Fcolor-accessibility-neural-network-deeplearnjs","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/javascript-machine-learning%2Fcolor-accessibility-neural-network-deeplearnjs/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/javascript-machine-learning%2Fcolor-accessibility-neural-network-deeplearnjs/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/javascript-machine-learning%2Fcolor-accessibility-neural-network-deeplearnjs/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/javascript-machine-learning","download_url":"https://codeload.github.com/javascript-machine-learning/color-accessibility-neural-network-deeplearnjs/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":230716613,"owners_count":18269807,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["deep-learning","deep-learning-tutorial","deep-neural-networks","deeplearnjs","javascript","machine-learning","machine-learning-algorithms","neural-network","neural-network-example","neural-networks"],"created_at":"2024-08-28T18:01:35.281Z","updated_at":"2024-12-21T12:30:51.205Z","avatar_url":"https://github.com/javascript-machine-learning.png","language":"JavaScript","funding_links":[],"categories":["JavaScript"],"sub_categories":[],"readme":"# Neural Network in JavaScript with Deeplearn.js\n\n[![Build Status](https://travis-ci.org/javascript-machine-learning/mnist-neural-network-deeplearnjs.svg?branch=master)](https://travis-ci.org/javascript-machine-learning/mnist-neural-network-deeplearnjs)\n\nUse Case: Learning best color matches of font and background color for an improved web accessibility.\n\nThis example project demonstrates how neural networks may be used to solve a binary classification problem. It uses [deeplearn.js](https://deeplearnjs.org/) to predict accessible font colors based on background colors. [Read more about it](https://www.robinwieruch.de/neural-networks-deeplearnjs-javascript). If you have problems to follow the view layer implementation with React, checkout [this book](https://roadtoreact.com/) to learn the fundamentals of it.\n\n![nov-26-2017 16-15-23](https://user-images.githubusercontent.com/2479967/33238261-0c4306f6-d2c5-11e7-9ce8-4e661a307b85.gif)\n\n## Installation\n\n* `git clone git@github.com:javascript-machine-learning/color-accessibility-neural-network-deeplearnjs.git`\n* `cd color-accessibility-neural-network-deeplearnjs`\n* `npm install`\n* `npm start`\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjavascript-machine-learning%2Fcolor-accessibility-neural-network-deeplearnjs","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fjavascript-machine-learning%2Fcolor-accessibility-neural-network-deeplearnjs","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fjavascript-machine-learning%2Fcolor-accessibility-neural-network-deeplearnjs/lists"}