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Projects in Awesome Lists tagged with cmsis-nn
A curated list of projects in awesome lists tagged with cmsis-nn .
https://github.com/arm-software/ml-kws-for-mcu
Keyword spotting on Arm Cortex-M Microcontrollers
arm cmsis-nn deep-neural-networks machine-learning microcontrollers python
Last synced: 15 Dec 2024
https://github.com/ARM-software/ML-KWS-for-MCU
Keyword spotting on Arm Cortex-M Microcontrollers
arm cmsis-nn deep-neural-networks machine-learning microcontrollers python
Last synced: 03 Nov 2024
https://github.com/bharathsudharsan/cnn_on_mcu
Code for paper 'Multi-Component Optimization and Efficient Deployment of Neural-Networks on Resource-Constrained IoT Hardware'
c-code-generator cmsis-nn edge-computing efficient-inference graph-optimization neuralnetworks optimization quantization quantization-aware-training tflite tflite-conversion tinyml
Last synced: 17 Nov 2024
https://github.com/bharathsudharsan/tinyml-benchmark-nns-on-mcus
Code for WF-IoT paper 'TinyML Benchmark: Executing Fully Connected Neural Networks on Commodity Microcontrollers'
arduinio armcortexm0 armcortexm4 armcortexm7 c-code-generator cmsis-nn efficient-inference machine-learning mcu-boards raspberry-pi-pico tflite tfmicro tinyml tinyml-benchmark
Last synced: 17 Nov 2024
https://github.com/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.
cmsis-nn cortex-m matlab simulink
Last synced: 09 Nov 2024
https://github.com/bharathsudharsan/ecml-tutorial-ml-meets-iot
Repository of the ECML PKDD 2021 tutorial title 'Machine Learning Meets Internet of Things: From Theory to Practice'
arm-cortex-m0 arm-cortex-m4 cmsis-nn edge-computing efficient-inference graph-optimization iot-devices machine-learning optimization pruning quantization self-learning tflite tinyml training-algorithms
Last synced: 17 Nov 2024