Lehmanator / react-image-classifier

React App to classify images using MobileNetV2 Tensorflow model.

React Image Classifier

A minimal GUI to run images through the Tensorflow model MobileNetV2 to classify them.

Key Features • Usage • Installation • To-Do • Credits • License

Key Features

• Classifies images using the state-of-the-art MobileNetV2 model.
• Self-hosted & offline.
• Free to use

Installation

• Clone or download the repo.

  git clone https://github.com/samlehman617/react-image-classifier.git

• Navigate to cloned folder and run

  npm install

Usage

• Start development server - build app continuously @ http://localhost:8080

  npm run start

• Pre-build - dist/ - Build app for production

  npm run prebuild

• Build - Build app once and serve @ http://localhost:3000

  npm run build

Contribute

Please contribute to the project if you know how to make it better, including this README :)

To-Do

• Split code into re-usable component
• Allow arbitrary Tensorflow image classifiers
• Add UI for switching between pre-defined/pre-trained models
• Make into a Progressive Web App

Credits

react-dropzone

License

Use at your own risk until I decide to learn more about licensing.