zhangleiedu

MMdnn

MMdnn is a set of tools to help users inter-operate among different deep learning frameworks. E.g. model conversion and visualization. Convert models between Caffe, Keras, MXNet, Tensorflow, CNTK, PyTorch and CoreML.

Augmentor

Image augmentation library in Python for machine learning.

awesome-knowledge-distillation

Awesome Knowledge Distillation

caffe

Caffe for Sparse and Low-rank Deep Neural Networks

caffe-tensorflow

Caffe models in TensorFlow

caffe_

Caffe: a fast open framework for deep learning.

CycleGAN

Tensorflow implementation of CycleGANs

darts

Differentiable architecture search for convolutional and recurrent networks

pytorch-YOLO-v1

an experiment for yolo-v1, including training and testing.

rethinking-network-pruning

Rethinking the Value of Network Pruning (Pytorch)

clmf

conv_arithmetic

A technical report on convolution arithmetic in the context of deep learning

DCGAN-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

deep-person-reid

Pytorch implementation of deep person re-identification models.

Faster-RCNN_TF

Faster-RCNN in Tensorflow

fb.resnet.torch

Torch implementation of ResNet from http://arxiv.org/abs/1512.03385 and training scripts

flownet2

FlowNet 2.0: Evolution of Optical Flow Estimation with Deep Networks

GAN-discussions

GAN讨论群讨论汇总的地方

generators-with-stylegan2

Here is a series of face generators based on StyleGAN2

GPEN

License-Plate-Detector

基于Yolov5车牌检测,更快更准.

LIP_JPPNet

Code repository for Joint Body Parsing & Pose Estimation Network, T-PAMI 2018

LSTM_poem

使用pytorch实现RNN-LSTM写诗

ML-NLP

此项目是机器学习(Machine Learning)、深度学习(Deep Learning)、NLP面试中常考到的知识点和代码实现，也是作为一个算法工程师必会的理论基础知识。

person-re-ranking

Person Re-ranking (CVPR 2017)

ResNet-18-Caffemodel-on-ImageNet

ResNet-18 Caffemodel @ilsvrc12 shrt 256 with Top-1 69% Top-5 89%

siggraph2016_colorization

Code for the paper 'Let there be Color!: Joint End-to-end Learning of Global and Local Image Priors for Automatic Image Colorization with Simultaneous Classification'.

simple-faster-rcnn-pytorch

A simplified implemention of Faster R-CNN that replicate performance from origin paper

TensorFlow-Examples

TensorFlow Tutorial and Examples for beginners

tf_rfcn

experimental tensorflow implementation of R-FCN