Popular GitHub Repositories for Tinyml

Introduction to Machine Learning Systems

[ICLR 2020] Once for All: Train One Network and Specialize it for Efficient Deployment

TinyML AI inference library

A lightweight header-only library for using Keras (TensorFlow) models in C++.

This is a list of interesting papers and projects about TinyML.

[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning; [NeurIPS 2022] MCUNetV3: On-Device Training Under 256KB Memory

The Fastest Deep Reinforcement Learning Library

Machine Learning inference engine for Microcontrollers and Embedded devices

vendor independent TinyML deep learning library, compiler and inference framework microcomputers and micro-controllers

[NeurIPS 2020] MCUNet: Tiny Deep Learning on IoT Devices; [NeurIPS 2021] MCUNetV2: Memory-Efficient Patch-based Inference for Tiny Deep Learning

Seeed SenseCraft Model Assistant is an open-source project focused on embedded AI. ???

模型压缩的小白入门教程

Neural Networks with low bit weights on low end 32 bit microcontrollers such as the CH32V003 RISC-V Microcontroller and others

A research library for pytorch-based neural network pruning, compression, and more.

A robust and efficient TinyML inference engine.

SensiML's open-source AutoML solution for Edge AI model development

TinyOdom: Hardware-Aware Efficient Neural Inertial Navigation

The TinyML "Hello World" sine wave model on Arduino Uno v3

This repository holds the Arduino Library for the EdX TinyML Specialization

CMix-NN: Mixed Low-Precision CNN Library for Memory-Constrained Edge Devices