Lemonzhoumeng's repositories
3DDFA
The PyTorch improved version of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution.
AiLearning
AiLearning: 机器学习 - MachineLearning - ML、深度学习 - DeepLearning - DL、自然语言处理 NLP
awesome-domain-adaptation
A collection of AWESOME things about domian adaptation
CE-Net
The manuscript has been accepted in TMI.
d2l-zh
《动手学深度学习》：面向中文读者、能运行、可讨论。中英文版被全球175所大学采用教学。
DCAN
[AAAI 2020] Code release for "Domain Conditioned Adaptation Network"
fitlog
fitlog是一款在深度学习训练中用于辅助用户记录日志和管理代码的工具
G-SFDA
code for our ICCV 2021 paper 'Generalized Source-free Domain Adaptation'
labelme
Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
ladder
Ladder network is a deep learning algorithm that combines supervised and unsupervised learning
leeml-notes
李宏毅《机器学习》笔记，在线阅读地址：https://datawhalechina.github.io/leeml-notes
pseudo_label-pytorch
The Simple and Efficient Semi-Supervised Learning Method for Deep Neural Networks
pytorch-beginner
pytorch tutorial for beginners
pytorch-examples
Simple examples to introduce PyTorch
PyTorch-Tutorial
Build your neural network easy and fast, 莫烦Python中文教学
segmentation_models.pytorch
Segmentation models with pretrained backbones. PyTorch.
SFDA-DPL
[MICCAI'21] Source-Free domain adaptive fundus image segmentation with denoised pseudo-labeling
SFDA-SourceFreeDA
Published in IEEE Transactions on Artificial Intelligence
SHOT
code released for our ICML 2020 paper "Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation"
SRDA_Miccai
Source Free Domain Adaptation
SS-SFDA-Self-Supervised-Source-Free-Domain-Adaptation-for-Road-Segmentation-in-Hazardous-Environme
Codebase for the paper 'SS SFDA: Self-Supervised Source Free Domain Adaptation for Road Segmentation in Hazardous Environments'
SSL4MIS
Semi Supervised Learning for Medical Image Segmentation, a collection of literature reviews and code implementations.
Statistical-Learning-Method_Code
手写实现李航《统计学习方法》书中全部算法
tempens
Temporal ensembling for semi-supervised learning
tensorboardX
tensorboard for pytorch (and chainer, mxnet, numpy, ...)
Transfer-learning-materials
resource collection for transfer learning!
Tricks-of-Semi-supervisedDeepLeanring-Pytorch
PseudoLabel 2013, VAT, PI model, Tempens, MeanTeacher, ICT, MixMatch, FixMatch
UNet-family
Paper and implementation of UNet-related model.