cmsis-nn

There are 6 repositories under cmsis-nn topic.

ARM-software / ML-KWS-for-MCU
Keyword spotting on Arm Cortex-M Microcontrollers
arm cmsis-nn deep-neural-networks machine-learning microcontrollers python
Language:C 1123
Staok / Awesome-Embeded-AI
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。
arm-nn cmsis-nn embededai
326
EEESlab / mobilenet_v1_stm32_cmsis_nn
Mobilenet v1 trained on Imagenet for STM32 using extended CMSIS-NN with INT-Q quantization support
stm32 cmsis-nn edge-computing neural-network mobilenet convolutional-neural-networks quantized-neural-network quantized-neural-networks deep-neural-networks deeplearning imagenet-classifier imagenet cortex-m7 arm-cortex-m7 tensorflow pythorch qnn cnn low-power-mcu
Language:C 85
EEESlab / CMix-NN
CMix-NN: Mixed Low-Precision CNN Library for Memory-Constrained Edge Devices
cnn quantized-neural-networks mixed-precision inference tinyml edge-computing edge-ai iot cmsis-nn cmsis stm32 stm32h7 stm32f7 stm32l4 stm32f4 arm arm-cortex-m4 arm-cortex-m7
Language:C 39
bharathsudharsan / TinyML-Benchmark-NNs-on-MCUs
Code for WF-IoT paper 'TinyML Benchmark: Executing Fully Connected Neural Networks on Commodity Microcontrollers'
tinyml-benchmark raspberry-pi-pico mcu-boards arduinio armcortexm0 armcortexm4 armcortexm7 machine-learning tinyml efficient-inference tflite tfmicro c-code-generator cmsis-nn
Language:Python 31
bharathsudharsan / CNN_on_MCU
Code for paper 'Multi-Component Optimization and Efficient Deployment of Neural-Networks on Resource-Constrained IoT Hardware'
optimization quantization-aware-training quantization graph-optimization tflite tflite-conversion tinyml cmsis-nn efficient-inference edge-computing neuralnetworks c-code-generator
Language:Jupyter Notebook 25
EEESlab / CMSIS_NN-INTQ
INT-Q Extension of the CMSIS-NN library for ARM Cortex-M target
qnn quantized-neural-network low-power-mcu arm-cortex-m7 neural-networks stm32 stm32h7 neural-network deep-neural-networks cmsis cmsis-nn tensorflow pythorch
Language:C 20
QingChuanWS / TensorflowLiteMicro
Tensorflow Lite Micro is a DL inference framework for microcontrollers based on Google Tensorflow Lite
tensorflow-lite-micro rt-thread cmsis-nn audio tensorflow stm32f4 deep-learning tensorflow-lite gcc-arm
Language:C++ 18
CSU-iMag / ArtificialIntelligenceCar
Collect data and send to uper monitor. Run AI model.
cmsis-nn imxrt keil-uvision5 mcuxpresso
Language:C++ 16
sudashannon / EmbeddedFER
Embedded realization of a FER-CNN(face emotion recogniton) based on STM32H7 MCU.
cmsis-nn stm32h7 fer face-recognition face-detection machine-vision cnn caffe
8
mshirw / Optimizing-Deep-Learning-Models-for-ARM-Cortex-M-Through-Pruning
I integrated two kinds of model pruning methods and porting to ARM-CortexM with ARM-CMSIS library.
pruning pytorch cmsis-nn mbed-os
Language:C 7
XinLiGH / CMSIS-Documentation
Cortex 微控制器软件接口标准（CMSIS）文档
arm cmsis cmsis-rtos cmsis-dsp cmsis-rtos2 cmsis-dap cmsis-nn cmsis-core
Language:HTML 6
mathworks / build-steps-for-cmsisnn-library
Build and install steps for the ARM CMSIS-NN library for use with code generated from deep learning networks in MATLAB and Simulink.
matlab simulink cmsis-nn cortex-m
Language:Makefile 3
quinnabrvau / Keras_2_CMSIS
Python program that converts Keras models to CMSIS NN programs
cmsis cmsis-nn keras
Language:Python 2
bharathsudharsan / ECML-Tutorial-ML-Meets-IoT
Repository of the ECML PKDD 2021 tutorial title 'Machine Learning Meets Internet of Things: From Theory to Practice'
tinyml edge-computing iot-devices self-learning optimization training-algorithms efficient-inference machine-learning arm-cortex-m4 arm-cortex-m0 quantization pruning tflite graph-optimization cmsis-nn
Language:Jupyter Notebook 1
Yashodhanvivek / AIoT_Vibration_Prediction_EdgeDL
This project discusses implementation of deep learning model deployment for vibration prediction of motor
accelerometer adxl345 cmsis-nn deep-learning deep-neural-networks keras-tensorflow machine-learning stm32 stm32f446re stmcube vibration-analysis deployment st-cube stcubeai edgeai
Language:C 1
cmsis-packs / cmsis-5
cmsis cmsis-device cmsis-pack cmsis-core cmsis-nn cmsis-dsp cmsis-rtos cmsis-rtos2 cmsis-svd cmsis-dap cmsis-dap-v2
Language:C 0
NorthernMechatronics / nmsdk2
Northern Mechatronics Software Development Kit V2
apollo3 ble cmsis cmsis-nn embedded freertos lora lorawan sx1262 tensorflow-lite tensorflow-lite-micro tensorflow2 nm180100
Language:C 0