Keyword spotting on Arm Cortex-M Microcontrollers

收集关于嵌入式领域的机器学习算法实现的进展、相关论文和文章、开发库等，帮助初学者快速了解、学习和入门嵌入式领域的机器学习。CC-BY-NC-SA 4.0。

Mobilenet v1 trained on Imagenet for STM32 using extended CMSIS-NN with INT-Q quantization support

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

Code for WF-IoT paper 'TinyML Benchmark: Executing Fully Connected Neural Networks on Commodity Microcontrollers'

Code for paper 'Multi-Component Optimization and Efficient Deployment of Neural-Networks on Resource-Constrained IoT Hardware'

INT-Q Extension of the CMSIS-NN library for ARM Cortex-M target

Tensorflow Lite Micro is a DL inference framework for microcontrollers based on Google Tensorflow Lite

Collect data and send to uper monitor. Run AI model.

Embedded realization of a FER-CNN(face emotion recogniton) based on STM32H7 MCU.

I integrated two kinds of model pruning methods and porting to ARM-CortexM with ARM-CMSIS library.

Cortex 微控制器软件接口标准（CMSIS）文档

Build and install steps for the ARM CMSIS-NN library for use with code generated from deep learning networks in MATLAB and Simulink.

Python program that converts Keras models to CMSIS NN programs

This project discusses implementation of deep learning model deployment for vibration prediction of motor

Repository of the ECML PKDD 2021 tutorial title 'Machine Learning Meets Internet of Things: From Theory to Practice'

Northern Mechatronics Software Development Kit V2