Code Monkey home page Code Monkey logo

computer-vision's Introduction

React

Computer Vision

MIT npm version Netlify Status GitHub code size in bytes GitHub repo size PR's Welcome!

This client-side application utilizes machine learning via Optical Character Recognition (OCR) to analyze the text content found within any image. It accomplishes this task via the the Azure Computer Vision API, an AI service that analyzes content in images and video.

Demo

Live Demo of Application


OCR

Project Specifications

  • Developed with React
  • UI for image upload and analysis results
  • Utilizes the Read API from Azure Cognitive Services
  • Images uploaded to Cloudinary to provide a URL for processing
  • Displays the text extracted from the image to the user
  • Redux to assit with state management
  • Read 3.2 REST API Documentation
  • Continous deployment via Netlify

Application URL


Getting Started

In the project directory, to install dependencies:

npm install

Then, to run in development mode:

npm start

Open http://localhost:3000 to view it in the browser.

To build the app for production to the build folder:

 npm run build

Environment Variables

This applications utilizes a .env file to host environment variables. For local utilization configure the following account information:

  • REACT_APP_AZURE_KEY="YourAzureKey"
  • REACT_APP_AZURE_ENDPOINT="YourAzureEndpoint"
  • REACT_APP_CLOUDINARY_KEY="YourCloudinaryKey"
  • REACT_APP_CLOUDINARY_ENDPOINT="YourCloudinaryEndpoint"

computer-vision's People

Contributors

c-grigsby avatar

Watchers

 avatar

Recommend Projects

  • React photo React

    A declarative, efficient, and flexible JavaScript library for building user interfaces.

  • Vue.js photo Vue.js

    ๐Ÿ–– Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.

  • Typescript photo Typescript

    TypeScript is a superset of JavaScript that compiles to clean JavaScript output.

  • TensorFlow photo TensorFlow

    An Open Source Machine Learning Framework for Everyone

  • Django photo Django

    The Web framework for perfectionists with deadlines.

  • D3 photo D3

    Bring data to life with SVG, Canvas and HTML. ๐Ÿ“Š๐Ÿ“ˆ๐ŸŽ‰

Recommend Topics

  • javascript

    JavaScript (JS) is a lightweight interpreted programming language with first-class functions.

  • web

    Some thing interesting about web. New door for the world.

  • server

    A server is a program made to process requests and deliver data to clients.

  • Machine learning

    Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.

  • Game

    Some thing interesting about game, make everyone happy.

Recommend Org

  • Facebook photo Facebook

    We are working to build community through open source technology. NB: members must have two-factor auth.

  • Microsoft photo Microsoft

    Open source projects and samples from Microsoft.

  • Google photo Google

    Google โค๏ธ Open Source for everyone.

  • D3 photo D3

    Data-Driven Documents codes.