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caffe

Caffe: a fast open framework for deep learning.

cnn-fpga

使用Verilog实现的CNN模块，可以方便的在FPGA项目中使用

cnn-results

cnn_hardware_acclerator_for_fpga

This is a fully parameterized verilog implementation of computation kernels for accleration of the Inference of Convolutional Neural Networks on FPGAs

convmixer

convolution_network_on_fpga

CNN acceleration on virtex-7 FPGA with verilog HDL

cs217.github.io

Course Webpage for CS 217 Hardware Accelerators for Machine Learning, Stanford University

dcgan-analytics

dcgan-lsgan-wgan-wgan-gp-tensorflow

DCGAN LSGAN WGAN WGAN-GP Tensorflow

dcgan-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

dcgan_vae_pytorch

dcgan combined with vae in pytorch!

diagonalwise-refactorization-pytorch

Diagonalwise Refactorization: An Efficient Training Method for Depthwise Convolutions (in PyTorch)

diracdeltanet

PyTorch implementation of DiracDeltaNet from paper Synetgy: Algorithm-hardware Co-design for ConvNet Accelerators on Embedded FPGAs

distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://nervanasystems.github.io/distiller

examples

A set of examples around pytorch in Vision, Text, Reinforcement Learning, etc.

facenet

Face recognition using Tensorflow

fpga_based_cnn

FPGA based acceleration of Convolutional Neural Networks. The project is developed by Verilog for Altera DE5 Net platform.

h265_decoder

H265 decoder write in verilog, verified on Xilinx ZYNQ7035

hadla

Hardware Acceleration of Deep Learning Algorithms

hw

RTL, Cmodel, and testbench for NVDLA

jittor-mlp

Unofficial Implementation of MLP-Mixer, gMLP, resMLP, Vision Permutator, S2MLP, S2MLPv2, RaftMLP, HireMLP, ConvMLP, AS-MLP, SparseMLP, ConvMixer, SwinMLP, RepMLPNet in Jittor and PyTorch! Now, Rearrange and Reduce in einops.layers.jittor are support!! trunc_normal_ is supported for Jittor!!

lenet-project

lightmodels

the pytorch implementation of light models: SqueezeNet, ShuffleNet, MobileNet, MobileNetv2 and ShuffleNetv2

mlp-mixer

Unofficial Implementation of MLP-Mixer, Image Classification Model

mlp-mixer-pytorch

A simple implementation of MLP Mixer in Pytorch

mtcnn

mtcnn caffe训练和测试代码

mtcnn-caffe

Joint Face Detection and Alignment using Multi-task Cascaded Convolutional Neural Networks

mvision

机器人视觉 移动机器人 VS-SLAM ORB-SLAM2 深度学习目标检测 yolov3 行为检测 opencv PCL 机器学习 无人驾驶

neural-networks-on-silicon

This is a collection of works on neural networks and neural accelerators.