erendn / pytorch-compression-for-mcuView external linksLinks
Deep Compression for PyTorch Model Deployment on Microcontrollers
☆19Mar 26, 2021Updated 4 years ago
Alternatives and similar repositories for pytorch-compression-for-mcu
Users that are interested in pytorch-compression-for-mcu are comparing it to the libraries listed below
Sorting:
- Efficient neural network deployment for uC using pytorch model☆33Jun 24, 2020Updated 5 years ago
- Source code for the paper "FedUKD: Federated UNet Model with Knowledge Distillation for Land Use Classification from Satellite and Street…☆18Feb 9, 2023Updated 3 years ago
- STM32CUBE IDE X-CUBE-AI project version for STM32F4 Discovery based on ST HAR-CNN Keras model☆15Jun 23, 2019Updated 6 years ago
- Code for IEEE Internet Computing Journal paper 'OTA-TinyML: Over the Air Deployment of TinyML Models and Execution on IoT Devices'☆29Jul 7, 2022Updated 3 years ago
- This repository containts the pytorch scripts to train mixed-precision networks for microcontroller deployment, based on the memory contr…☆50May 9, 2024Updated last year
- Useful m-scripts for DSP (CIC, FIR, FFT, Fast convolution, Partial Filters etc.)☆31Aug 14, 2020Updated 5 years ago
- Systemverilog DPI-C call Python function☆28Mar 11, 2021Updated 4 years ago
- Framework for automatically porting PyTorch neural networks to CMSIS-NN.☆29Jan 5, 2021Updated 5 years ago
- A VHDL code generator for wallace tree multiplier☆10Apr 15, 2020Updated 5 years ago
- 32 Bit RippleCarry, CarrySkip, CarrySelect, CarryIncrement, Sklansky, Brent-Kung, Kogge-Stone and CarryLookahead adders with their intern…☆27May 1, 2018Updated 7 years ago
- Physical Downlink Shared Channel (PDSCH) in 5G New Radio.☆12Jan 29, 2024Updated 2 years ago
- Verilog code for a low power RFID chip that will communicate with I2C sensors.☆13Apr 18, 2014Updated 11 years ago
- 基于GSConv+SlimNeck的YOLOv5的消防通道占用检测系统☆10Nov 24, 2023Updated 2 years ago
- MathLib DAC 2023 version☆13Sep 11, 2023Updated 2 years ago
- 本文提出了一种基于多视图卷积神经网络的三维物体识别算法，以实现三维物体的准确识别。首先实现一个标准的卷积神经网络架构，该架构经过训练可以独立地识别形状的渲染视图，以实现即使从单一视图中也可以识别出一个三维形状。随后使用该三维物体多个角度的二维视图通过卷积神经网络识别的结果进…☆11May 16, 2022Updated 3 years ago
- ☆30Feb 7, 2020Updated 6 years ago
- Grid Generation☆11Mar 7, 2024Updated last year
- A lightweight library to read/write wave audio files to/from lists of native Python types.☆12Jun 10, 2024Updated last year
- C语言实现LSTM☆10Apr 17, 2021Updated 4 years ago
- Supporting code for instrumentation courses at Universidade Nova de Lisboa - Faculdade de Ciência de Lisboa☆16Oct 7, 2022Updated 3 years ago
- DOULOS Easier UVM Code Generator☆39May 6, 2017Updated 8 years ago
- μNAS is a neural architecture search (NAS) system that designs small-yet-powerful microcontroller-compatible neural networks.☆82Jan 26, 2021Updated 5 years ago
- Go Board FPGA Project for Ambient Light Sensor in VHDL and Verilog☆10Apr 20, 2019Updated 6 years ago
- This project demonstrates how Low Density Parity Check (LDPC) Code and Multiple Input Multiple Output (MIMO) can be employed in Vehicular…☆14Jan 24, 2022Updated 4 years ago
- Code for our paper "Performance Study on a CSMA/CA-Based MAC Protocol for Multi-User MIMO Wireless LANs"☆12Aug 31, 2019Updated 6 years ago
- Master Thesis☆10Jan 28, 2023Updated 3 years ago
- ☆10Nov 5, 2019Updated 6 years ago
- A Beginner's Python Guide for Data Analysis☆22Nov 5, 2019Updated 6 years ago
- A short review on beamforming algorithms (Phase Shift, MVDR, LCMV) on Phased Array Radar Systems. Created on MATLAB R2021b.☆12May 21, 2023Updated 2 years ago
- Tool for slot extraction from text☆15Oct 23, 2022Updated 3 years ago
- Stuff related to the BMClab public datasets☆10Sep 20, 2023Updated 2 years ago
- A light-weight hardware oriented synchronous stream cipher.☆12Mar 19, 2022Updated 3 years ago
- ☆14Oct 2, 2023Updated 2 years ago
- ☆12Apr 5, 2019Updated 6 years ago
- 使用Cordic算法函数运算，在资源受限的设备上运行（如资源较少的FPGA、嵌入式MCU），避免了浮点运算、乘法、除法，只用移位和加法函数的计算。☆11Mar 22, 2024Updated last year
- wifi☆12Jun 13, 2017Updated 8 years ago
- A Federated Learning Method for Real-time Emotion State Classification from Multi-modal Streaming☆11Sep 15, 2022Updated 3 years ago
- 使用unet模型结构在Tusimple数据集上训练得到预测车道线的效果。☆10Dec 27, 2021Updated 4 years ago
- Lightweight Neural Architecture Search for Temporal Convolutional Networks at the Edge☆10Mar 6, 2023Updated 2 years ago