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

License

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