Belye

HRNet-Semantic-Segmentation

High-resolution representation learning (HRNets) for Semantic Segmentation

Lihang

Statistical learning methods, 统计学习方法(第2版)[李航] [笔记, 代码, notebook, 参考文献, Errata, lihang]

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。

pytorch-cnn-visualizations

Pytorch implementation of convolutional neural network visualization techniques

Bayesian-Crowd-Counting

Official Implement of ICCV 2019 oral paper Bayesian Loss for Crowd Count Estimation with Point Supervision

Belye.github.io

cvpr2019

cvpr2019 papers，极市团队整理

DANet

Dual Attention Network for Scene Segmentation (CVPR2019)

DataLoaders_DALI

PyTorch DataLoaders implemented with DALI for boosting image preprocessing

deeplearning-models

A collection of various deep learning architectures, models, and tips

dla

Code for the CVPR Paper "Deep Layer Aggregation"

DUpsampling

This repo is an unofficial pytorch implementation of CVPR2019 paper: Decoders Matter for Semantic Segmentation: Data-Dependent Decoding Enables Flexible Feature Aggregation

EMANet

The code for Expectation-Maximization Attention Networks for Semantic Segmentation (ICCV'2019 Oral)

GAN-Tutorial

Very Simple Implementation of many GAN models with PyTorch.

GCNet

GCNet: Non-local Networks Meet Squeeze-Excitation Networks and Beyond

grokking_algorithms

Code for the book Grokking Algorithms (https://amzn.to/29rVyHf)

L-Seg

L-Seg: An End-to-End Unified Framework for Multi-lesion Segmentation of Fundus Images

LiteratureDL4Graph

mirror

Visualisation tool for cnn in pytorch

netron

Visualizer for neural network, deep learning and machine learning models

nni

An open source AutoML toolkit for neural architecture search and hyper-parameter tuning.

numpy-ml

Machine learning, in numpy

OCT

pytorch-handbook

pytorch handbook是一本开源的书籍，目标是帮助那些希望和使用PyTorch进行深度学习开发和研究的朋友快速入门，其中包含的Pytorch教程全部通过测试保证可以成功运行

pytorch-sync-batchnorm-example

How to use Cross Replica / Synchronized Batchnorm in Pytorch

Pytorch_Medical_Segmention_Template

This is a pytorch project template about medical segmentation

PytorchInsight

a pytorch lib with state-of-the-art architectures, pretrained models and real-time updated results

SiamRPN_plus_plus_PyTorch

SiamRPN, SiamRPN++, unofficial implementation of "SiamRPN++" (CVPR2019), multi-GPUs, LMDB.

Triple-ANet

Triple ANet: Adaptive Abnormal-aware Attention Network for WCE Image Classification, MICCAI2019

UNet-family

Paper and implementation of UNet-related model.