The Top 64 Domain Adaptation Open Source Projects

Awesome Open Source

Awesome Open Source

Combined Topics

domain-adaptation x

Advertising 📦 10

Application Programming Interfaces 📦 124

Applications 📦 192

Artificial Intelligence 📦 78

Blockchain 📦 73

Build Tools 📦 113

Cloud Computing 📦 80

Code Quality 📦 28

Collaboration 📦 32

Command Line Interface 📦 49

Community 📦 83

Companies 📦 60

Compilers 📦 63

Computer Science 📦 80

Configuration Management 📦 42

Content Management 📦 175

Control Flow 📦 213

Data Formats 📦 78

Data Processing 📦 276

Data Storage 📦 135

Economics 📦 64

Frameworks 📦 215

Graphics 📦 110

Hardware 📦 152

Integrated Development Environments 📦 49

Learning Resources 📦 166

Libraries 📦 129

Lists Of Projects 📦 22

Machine Learning 📦 347

Mapping 📦 64

Marketing 📦 15

Mathematics 📦 55

Messaging 📦 98

Networking 📦 315

Operating Systems 📦 89

Operations 📦 121

Package Managers 📦 55

Programming Languages 📦 245

Runtime Environments 📦 100

Science 📦 42

Security 📦 396

Social Media 📦 27

Software Architecture 📦 72

Software Development 📦 72

Software Performance 📦 58

Software Quality 📦 133

Text Editors 📦 49

Text Processing 📦 136

User Interface 📦 330

User Interface Components 📦 514

Version Control 📦 30

Virtualization 📦 71

Web Browsers 📦 42

Web Servers 📦 26

Web User Interface 📦 210

The Top 64 Domain Adaptation Open Source Projects

Categories > Machine Learning > Domain Adaptation

Transferlearning ⭐ 7,447

Everything about Transfer Learning and Domain Adaptation--迁移学习

Awesome Domain Adaptation ⭐ 3,034

A collection of AWESOME things about domian adaptation

Transferlearning Tutorial ⭐ 2,028

《迁移学习简明手册》LaTex源码

Awesome Transfer Learning ⭐ 1,409

Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)

POT : Python Optimal Transport

Transfer Learning Library ⭐ 901

Transfer Learning Library for Domain Adaptation and Finetune.

Adaptsegnet ⭐ 698

Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)

Tf Dann ⭐ 573

Domain-Adversarial Neural Network in Tensorflow

pytorch implementation of Domain-Adversarial Training of Neural Networks

Multitask Learning ⭐ 415

Awesome Multitask Learning Resources

Deep Transfer Learning ⭐ 411

A collection of implementations of deep domain adaptation algorithms

EANet: Enhancing Alignment for Cross-Domain Person Re-identification

Dassl.pytorch ⭐ 372

A PyTorch toolbox for domain adaptation and semi-supervised learning.

[ICLR-2020] Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification.

Pytorch Adda ⭐ 349

A PyTorch implementation for Adversarial Discriminative Domain Adaptation

Real Time Self Adaptive Deep Stereo ⭐ 336

Code for "Real-time self-adaptive deep stereo" - CVPR 2019 (ORAL)

Cross Domain Detection ⭐ 331

Cross-Domain Weakly-Supervised Object Detection through Progressive Domain Adaptation [Inoue+, CVPR2018].

A toolbox for domain adaptation and semi-supervised learning. Contributions welcome.

( TPAMI2021 / CVPR2019 Oral ) Taking A Closer Look at Domain Shift: Category-level Adversaries for Semantics Consistent Domain Adaptation

Knowledge-Aware machine LEarning (KALE) from multiple sources in Python

Seg Uncertainty ⭐ 250

IJCAI2020 & IJCV 2021 🌇 Unsupervised Scene Adaptation with Memory Regularization in vivo

Intrada ⭐ 229

Unsupervised Intra-domain Adaptation for Semantic Segmentation through Self-Supervision (CVPR 2020 Oral)

[ICCV 2019 (Oral)] Temporal Attentive Alignment for Large-Scale Video Domain Adaptation (PyTorch)

code of Towards Discriminability and Diversity: Batch Nuclear-norm Maximization under Label Insufficient Situations (CVPR2020 oral)

Dann_py3 ⭐ 206

python 3 pytorch implementation of DANN

Learning Via Translation ⭐ 203

SPGAN in CVPR'18

Code for <Confidence Regularized Self-Training> in ICCV19 (Oral)

Self Similarity Grouping ⭐ 177

Self-similarity Grouping: A Simple Unsupervised Cross Domain Adaptation Approach for Person Re-identification (ICCV 2019, Oral)

code released for our ICML 2020 paper "Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation"

Squeezesegv2 ⭐ 170

Implementation of SqueezeSegV2, Improved Model Structure and Unsupervised Domain Adaptation for Road-Object Segmentation from a LiDAR Point Cloud

Cdcl Human Part Segmentation ⭐ 170

Repository for Paper: Cross-Domain Complementary Learning Using Pose for Multi-Person Part Segmentation (TCSVT20)

Domain Adaptive Faster Rcnn Pytorch ⭐ 165

Domain Adaptive Faster R-CNN in PyTorch

Code for <Domain Adaptation for Semantic Segmentation via Class-Balanced Self-Training> in ECCV18

Convolutional Handwriting Gan ⭐ 150

ScrabbleGAN: Semi-Supervised Varying Length Handwritten Text Generation (CVPR20)

Dta.pytorch ⭐ 149

Official implementation of Drop to Adapt: Learning Discriminative Features for Unsupervised Domain Adaptation presented at ICCV 2019.

[CVPR 2020] Action Segmentation with Joint Self-Supervised Temporal Domain Adaptation (PyTorch)

Combogan ⭐ 135

Dise Domain Invariant Structure Extraction ⭐ 134

Pytorch Implementation -- All about Structure: Adapting Structural Information across Domains for Boosting Semantic Segmentation, CVPR 2019

Neuraldialog Zsdg ⭐ 132

PyTorch codebase for zero-shot dialog generation SIGDIAL 2018, It is released by Tiancheng Zhao (Tony) from Dialog Research Center, LTI, CMU

Iros20 6d Pose Tracking ⭐ 131

[IROS 2020] se(3)-TrackNet: Data-driven 6D Pose Tracking by Calibrating Image Residuals in Synthetic Domains

Learning Meta Face Recognition in Unseen Domains, CVPR, Oral, 2020

Opencompounddomainadaptation Ocda ⭐ 121

Pytorch implementation for "Open Compound Domain Adaptation" (CVPR 2020 ORAL)

Generate_to_adapt ⭐ 120

Implementation of "Generate To Adapt: Aligning Domains using Generative Adversarial Networks"

Monoculardepth Inference ⭐ 120

Inference pipeline for the CVPR paper entitled "Real-Time Monocular Depth Estimation using Synthetic Data with Domain Adaptation via Image Style Transfer" (http://www.atapour.co.uk/papers/CVPR2018.pdf).

Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation (CVPR 2021)

Detectron Self Train ⭐ 108

A PyTorch Detectron codebase for domain adaptation of object detectors.

Transfer Learning Materials ⭐ 105

resource collection for transfer learning!

Imagenet R ⭐ 105

ImageNet-R(endition) and DeepAugment (ICCV 2021)

Lsd Seg ⭐ 102

Learning from Synthetic Data: Addressing Domain Shift for Semantic Segmentation

Self-Ensembling Attention Networks: Addressing Domain Shift for Semantic Segmentation

Implementation of "Harmonizing Transferability and Discriminability for Adapting Object Detectors" (CVPR 2020)

Ddc Transfer Learning ⭐ 86

A simple implementation of Deep Domain Confusion: Maximizing for Domain Invariance

Implicit_alignment ⭐ 79

Code for ICML2020 "Implicit Class-Conditioned Domain Alignment for Unsupervised Domain Adaptation"

Library of transfer learners and domain-adaptive classifiers.

Hierarchical Attention Transfer Network for Cross-domain Sentiment Classification (AAAI'18)

Cross Domain_ner ⭐ 74

Cross-domain NER using cross-domain language modeling, code for ACL 2019 paper

Multinomial Adversarial Networks for Multi-Domain Text Classification (NAACL 2018)

Implementation of "SCL: Towards Accurate Domain Adaptive Object Detection via Gradient Detach Based Stacked Complementary Losses"

Deep Transfer Learning ⭐ 66

Deep Transfer Learning Papers

Meta Learning Bert ⭐ 63

Meta learning with BERT as a learner

Code of Gradually Vanishing Bridge for Adversarial Domain Adaptation (CVPR2020)

Self Supervised Da ⭐ 35

self-supervised domain adaptation

Generalizing Reid ⭐ 31

Repository of the paper "Generalizing Person Re-Identification by Camera-Aware Instance Learning and Cross-Domain Mixup"

Domainadaptation ⭐ 30

Repository for the article "Unsupervised domain adaptation for medical imaging segmentation with self-ensembling".

1-64 of 64 projects

Advertising 📦 10

Application Programming Interfaces 📦 124

Applications 📦 192

Artificial Intelligence 📦 78

Blockchain 📦 73

Build Tools 📦 113

Cloud Computing 📦 80

Code Quality 📦 28

Collaboration 📦 32

Command Line Interface 📦 49

Community 📦 83

Companies 📦 60

Compilers 📦 63

Computer Science 📦 80

Configuration Management 📦 42

Content Management 📦 175

Control Flow 📦 213

Data Formats 📦 78

Data Processing 📦 276

Data Storage 📦 135

Economics 📦 64

Frameworks 📦 215

Graphics 📦 110

Hardware 📦 152

Integrated Development Environments 📦 49

Learning Resources 📦 166

Libraries 📦 129

Lists Of Projects 📦 22

Machine Learning 📦 347

Mapping 📦 64

Marketing 📦 15

Mathematics 📦 55

Messaging 📦 98

Networking 📦 315

Operating Systems 📦 89

Operations 📦 121

Package Managers 📦 55

Programming Languages 📦 245

Runtime Environments 📦 100

Science 📦 42

Security 📦 396

Social Media 📦 27

Software Architecture 📦 72

Software Development 📦 72

Software Performance 📦 58

Software Quality 📦 133

Text Editors 📦 49

Text Processing 📦 136

User Interface 📦 330

User Interface Components 📦 514

Version Control 📦 30

Virtualization 📦 71

Web Browsers 📦 42

Web Servers 📦 26

Web User Interface 📦 210