Keyword spotting on Arm Cortex-M Microcontrollers
-
Updated
Apr 10, 2019 - C
#
cmsis-nn
Here are 18 public repositories matching this topic...
Mobilenet v1 trained on Imagenet for STM32 using extended CMSIS-NN with INT-Q quantization support
deep-neural-networks neural-network tensorflow stm32 cnn imagenet deeplearning convolutional-neural-networks cortex-m7 arm-cortex-m7 imagenet-classifier edge-computing mobilenet cmsis-nn quantized-neural-network qnn low-power-mcu quantized-neural-networks pythorch
-
Updated
Mar 6, 2020 - C
CMix-NN: Mixed Low-Precision CNN Library for Memory-Constrained Edge Devices
iot arm stm32 inference cnn cmsis stm32f4 stm32f7 arm-cortex-m7 stm32l4 edge-computing stm32h7 mixed-precision cmsis-nn arm-cortex-m4 quantized-neural-networks edge-ai tinyml
-
Updated
Mar 19, 2020 - C
Code for WF-IoT paper 'TinyML Benchmark: Executing Fully Connected Neural Networks on Commodity Microcontrollers'
machine-learning efficient-inference mcu-boards tflite cmsis-nn armcortexm4 armcortexm0 arduinio c-code-generator tinyml armcortexm7 raspberry-pi-pico tfmicro tinyml-benchmark
-
Updated
Jul 23, 2022 - Python
Code for paper 'Multi-Component Optimization and Efficient Deployment of Neural-Networks on Resource-Constrained IoT Hardware'
optimization quantization neuralnetworks edge-computing graph-optimization efficient-inference tflite cmsis-nn c-code-generator tflite-conversion tinyml quantization-aware-training
-
Updated
Apr 22, 2022 - Jupyter Notebook
Tensorflow Lite Micro is a DL inference framework for microcontrollers based on Google Tensorflow Lite
audio deep-learning tensorflow stm32f4 rt-thread gcc-arm tensorflow-lite cmsis-nn tensorflow-lite-micro
-
Updated
Jan 29, 2021 - C++
INT-Q Extension of the CMSIS-NN library for ARM Cortex-M target
deep-neural-networks neural-network tensorflow stm32 neural-networks cmsis arm-cortex-m7 stm32h7 cmsis-nn quantized-neural-network qnn low-power-mcu pythorch
-
Updated
Jan 10, 2020 - C
Collect data and send to uper monitor. Run AI model.
-
Updated
Dec 2, 2020 - C++
Embedded realization of a FER-CNN(face emotion recogniton) based on STM32H7 MCU.
-
Updated
Apr 15, 2019
Cortex 微控制器软件接口标准（CMSIS）文档
-
Updated
May 29, 2018 - HTML
Repository of the ECML PKDD 2021 tutorial title 'Machine Learning Meets Internet of Things: From Theory to Practice'
machine-learning optimization pruning quantization self-learning arm-cortex-m0 edge-computing graph-optimization efficient-inference tflite cmsis-nn arm-cortex-m4 training-algorithms iot-devices tinyml
-
Updated
Sep 16, 2021 - Jupyter Notebook
This project discusses implementation of deep learning model deployment for vibration prediction of motor
machine-learning deep-neural-networks deep-learning deployment stm32 accelerometer adxl345 keras-tensorflow stmcube stm32f446re cmsis-nn edgeai vibration-analysis st-cube stcubeai
-
Updated
Jan 2, 2022 - C
Northern Mechatronics Software Development Kit V2
embedded freertos ble cmsis lora lorawan tensorflow-lite cmsis-nn tensorflow2 sx1262 apollo3 tensorflow-lite-micro nm180100
-
Updated
Oct 2, 2024 - C
cmsis cmsis-svd cmsis-rtos cmsis-dap cmsis-dsp cmsis-rtos2 cmsis-nn cmsis-core cmsis-device cmsis-dap-v2 cmsis-pack
-
Updated
Aug 4, 2021 - C
Improve this page
Add a description, image, and links to the cmsis-nn topic page so that developers can more easily learn about it.
Add this topic to your repo
To associate your repository with the cmsis-nn topic, visit your repo's landing page and select "manage topics."