dharmeshkakadia / awesome-client-ml

Everything about Client side Machine Learning

awesome-client-ml

Everything about Client side Machine Learning

Share your ❤️ through pull requests :)

Frameworks

• TensorFlow JS
• TensorFlow Lite - inference only. Whats the difference between Tensorflow js & Tensorflow Lite?
• CoreML
• ONNX.js
• MediaPipe
• ml5js - Friendly machine learning for the web
• ml.js
• brain.js - 🤖 Neural networks in JavaScript
• neurojs - JavaScript framework for deep learning in the browse
• webdnn - The Fastest DNN Running Framework on Web Browser
• shumai - Fast Differentiable Tensor Library in JavaScript and TypeScript with Bun + Flashlight

Utilities

• Apple Core ML Tools
• PyTorch or TensorFlow 2.0 trained Transformer models -> CoreML

Best Practices

• TensorFlow lite

Hardware

• Coral

Low level API

• Android Neural Networks API
• stdlib

Applications

Natural Langauge

• tesseract.js - Pure Javascript OCR for more than 100 Languages

Demos

• Project Naptha - highlight, copy, and translate text from any image

Resources

• awesome-mediapipe

Unsorted

• Synapses - A lightweight library for neural networks that runs anywhere