/pytorch-react-classifier

exports a machine learning model using pytorch onnx.js for react

Primary LanguageJavaScript

Pupper Identifier

is a machine learning Classifier following image classification using fast.ai, for those who would like to know what breed a pupper or doggo is, go to Pupper Identiefier v.0.0.1

Features:

  • pyTorch model is converted and exported to JS readable format
  • Machine Learning Model is loaded and run only on the Browser
  • Privacy first App - no BE
  • Images are Processed and evaluations generatged only on the Front-end
  • No Python-based server or translator layer - only onnx model on React.js Front-end

Netlify Status

This app follows : fastai ML classifier build --> ML model export for Javascript FE using torch.onnx and onnx.js, --> React Antd FE --> Netlify CI/CD & Hosting

references work done by David Pfahler