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awesome-client-ml

Everything about Client side Machine Learning
https://github.com/dharmeshkakadia/awesome-client-ml

Last synced: about 8 hours ago
JSON representation

Frameworks
- TensorFlow Lite - inference only. [Whats the difference between Tensorflow js & Tensorflow Lite?](https://stackoverflow.com/questions/59860397/tensorflow-js-vs-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
- TensorFlow JS
Best Practices
- TensorFlow lite
Hardware
- Coral
Demos
- Natural Langauge
  - Project Naptha - highlight, copy, and translate text from any image
Utilities
- Apple Core ML Tools
- PyTorch or TensorFlow 2.0 trained Transformer models -> CoreML
Low level API
- stdlib
Applications
- Natural Langauge
  - tesseract.js - Pure Javascript OCR for more than 100 Languages
Unsorted
- Natural Langauge
  - Synapses - A lightweight library for neural networks that runs anywhere

Programming Languages

JavaScript 5 TypeScript 3 Swift 1 Python 1 C++ 1

Categories

Frameworks 11 Utilities 2 Applications 1 Unsorted 1 Low level API 1 Demos 1 Hardware 1 Best Practices 1

Sub Categories

Natural Langauge 3

Keywords

javascript 7 machine-learning 6 deep-learning 5 neural-network 3 lstm 1 p5js 1 p5xjs 1 ml 1 reinforcement-learning 1 self-driving-car 1 accelerate 1 deep-neural-networks 1 optimization 1 webgpu 1 coreml 1 coremltools 1 model-conversion 1 model-converter 1 imagenet 1 video-processing 1 stream-processing 1 pipeline-framework 1 perception 1 mobile-development 1 mediapipe 1 inference 1 graph-framework 1 graph-based 1 framework 1 computer-vision 1 calculator 1 c-plus-plus 1 audio-processing 1 android 1 stats 1 stdlib 1 utilities 1 utils 1 ocr 1 tesseract 1 webassembly 1 clojure 1 csharp 1 elixir 1 fsharp 1 functional-programming 1 gleam 1 java 1 lightweight 1 python 1