/ur-image-classification-example-app-react

Example React app for image classification with TensorFlow.js & Mobilenet 1.0

Primary LanguageJavaScript

Mobilenet Image Classification Example Demo App (React)

This single page application uses TensorFlow.js and Mobilenet 1.0 model trained on Imagenet2012 dataset to classify uploaded images and provide short description about them from MediaWiki (Wikipedia) API . App stores recent classification in gallery.

This app is related with the demo JQuery app: Mobilenet Image Classification Example Demo App (JQuery).

Setup

This project was bootstrapped with Create React App

npm start

Runs the app in the development mode. Open http://localhost:3000 to view it in the browser.

The page will reload if you make edits. You will also see any lint errors in the console.


Libraries, Technologies


  • React.js
  • react-transition-group
  • Material UI
  • TensorFlow.js: 1.0.1
  • MobileNet: 1.0.0