williamzrj

ResNeSt

ResNeSt: Split-Attention Networks

style-transfer

style transfer code for generating stylized images using content and style loss from different layers, from different loss networks (vgg-16, vgg-19, inception-v1, inception-v2, inception-v3 trained on imagenet, inception-v3 trained on openimages, inception-v4

SE_DenseNet

This is a SE_DenseNet which contains a senet (Squeeze-and-Excitation Networks by Jie Hu, Li Shen, and Gang Sun) module, written in Pytorch, train, and eval codes have been released.

automl

Google Brain AutoML

fast-style-transfer-pytorch

Pytorch implementation of Fast Style Transfer

AlphaTree-graphic-deep-neural-network

AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN），图神经网络（GNN），NLP，大数据相关的发展路书(roadmap), 并附海量源码（python，pytorch）带大家消化基本知识点，突破面试，完成从新手到合格工程师的跨越，其中深度学习相关论文附有tensorflow caffe官方源码，应用部分含推荐算法和知识图谱

HRank

Pytorch implementation of our paper accepted by CVPR 2020 (Oral) -- HRank: Filter Pruning using High-Rank Feature Map

pytorch-slimming

Learning Efficient Convolutional Networks through Network Slimming, In ICCV 2017.

PruningFilters

Pruning Filters For Efficient ConvNets, PyTorch Implementation.

StyleTransferTrilogy

风格迁移三部曲

distiller

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

PaperWeekly

Papers for CNN, object detection, keypoint detection, semantic segmentation, medical image processing, SLAM, etc.

Awesome-Pruning

A curated list of neural network pruning resources.

Ridurre-Network-Filter-Pruning-Keras

Keras model convolutional filter pruning package

AdaBound

An optimizer that trains as fast as Adam and as good as SGD.

neural-style-pytorch

Neural Style implementation in PyTorch! :art:

stroke-controllable-fast-style-transfer

Code and data for paper: https://arxiv.org/abs/1802.07101

arbitrary_style_transfer

Fast Neural Style Transfer with Arbitrary Style using AdaIN Layer - Based on Huang et al. "Arbitrary Style Transfer in Real-time with Adaptive Instance Normalization"

pytorch-vgg

fast-neural-style-pytorch

Fast Neural Style Transfer implementation in PyTorch :art: :art: :art:

Fast-Stable-Neural-Style-Transfer-for-Videos

CS231N Final Project

model-compression

model compression based on pytorch (1、quantization: 8/4/2bits(dorefa)、ternary/binary value(twn/bnn/xnor-net)；2、 pruning: normal、regular and group convolutional channel pruning；3、 group convolution structure；4、batch-normalization folding for binary value of feature(A))

rethinking-network-pruning

Rethinking the Value of Network Pruning (Pytorch) (ICLR 2019)

Pruning_filters_for_efficient_convnets

PyTorch implementation of "Pruning Filters For Efficient ConvNets"

PhotoWCT

Style transfer using WCT transforms

network-slimming

Network Slimming (Pytorch) (ICCV 2017)

depth-preserving-neural-style-transfer

Depth-Preserving Style Transfer

cv_note

记录cv算法工程师的成长之路，分享计算机视觉和模型压缩部署技术栈笔记。https://harleyszhang.github.io/cv_note/

Avatar-Net_Pytorch

PyTorch implementation of "Avatar-Net: Multi-scale Zero-shot Style Transfer by Feature Decoration"

WCT2

Software that can perform photorealistic style transfer without the need of any post-processing steps.