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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.

centerloss_caffe_mnist

It's the script of Center loss on mnist dataset running on Caffe.

clmf

conv_arithmetic

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

cyclegan

Tensorflow implementation of CycleGANs

darts

Differentiable architecture search for convolutional and recurrent networks

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。

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.

person-re-ranking

Person Re-ranking (CVPR 2017)

pytorch-yolo-v1

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

resnet-18-caffemodel-on-imagenet

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

rethinking-network-pruning

Rethinking the Value of Network Pruning (Pytorch)

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