EEESlab / mobilenet_v1_stm32_cmsis_nn Star 88 Code Issues Pull requests 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
EEESlab / CMix-NN Star 48 Code Issues Pull requests 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
tca19 / near-lossless-binarization Star 48 Code Issues Pull requests This repository contains source code to binarize any real-value word embeddings into binary vectors. word-embeddings autoencoder binarization wordembeddings quantized-neural-networks binary-word-embeddings binary-word-vectors Updated Jan 7, 2021 C
alessandrocapotondi / MobileNet_v1_x_cube_ai_4.1.0 Star 4 Code Issues Pull requests Mobilenet v1 (3,160,160, alpha=0.25, and 3,192,192, alpha=0.5) on STM32H7 using X-CUBE-AI v4.1.0 deep-neural-networks neural-network stm32 cnn imagenet mcu cortex-m7 edge-classification stmcubemx edge-computing mobilenet stm32h7 tflite stm32h743zi quantized-neural-networks edge-ai cubemxai Updated Oct 31, 2019 C