The Top 60 Domain Adaptation Open Source Projects

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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 60 Domain Adaptation Open Source Projects

Categories > Machine Learning > Domain Adaptation

Transferlearning ⭐ 6,903

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

Awesome Domain Adaptation ⭐ 2,757

A collection of AWESOME things about domian adaptation

Transferlearning Tutorial ⭐ 1,911

《迁移学习简明手册》LaTex源码

Awesome Transfer Learning ⭐ 1,367

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

POT : Python Optimal Transport

Transfer Learning Library ⭐ 735

Transfer Learning Library for Domain Adaptation and Finetune.

Adaptsegnet ⭐ 674

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

Tf Dann ⭐ 562

Domain-Adversarial Neural Network in Tensorflow

pytorch implementation of Domain-Adversarial Training of Neural Networks

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

Multitask Learning ⭐ 375

Awesome Multitask Learning Resources

Deep Transfer Learning ⭐ 349

A collection of implementations of deep domain adaptation algorithms

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

Pytorch Adda ⭐ 337

A PyTorch implementation for Adversarial Discriminative Domain Adaptation

Cross Domain Detection ⭐ 323

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

Real Time Self Adaptive Deep Stereo ⭐ 312

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

Dassl.pytorch ⭐ 280

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

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

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

Seg Uncertainty ⭐ 214

IJCAI2020 & IJCV 2020 🌇 Unsupervised Scene Adaptation with Memory Regularization in vivo

Intrada ⭐ 213

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

Learning Via Translation ⭐ 204

Image-Image Domain Adaptation with Preserved Self-Similarity and Domain-Dissimilarity for Person Re-identification (https://arxiv.org/pdf/1711.07027.pdf). CVPR2018

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

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

Dann_py3 ⭐ 178

python 3 pytorch implementation of DANN

Self Similarity Grouping ⭐ 171

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

Squeezesegv2 ⭐ 158

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

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

Dta.pytorch ⭐ 147

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

Cdcl Human Part Segmentation ⭐ 147

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

Domain Adaptive Faster Rcnn Pytorch ⭐ 142

Domain Adaptive Faster R-CNN in PyTorch

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

Combogan ⭐ 134

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

Dise Domain Invariant Structure Extraction ⭐ 131

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

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

Generate_to_adapt ⭐ 120

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

Monoculardepth Inference ⭐ 116

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).

Opencompounddomainadaptation Ocda ⭐ 116

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

Iros20 6d Pose Tracking ⭐ 114

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

Convolutional Handwriting Gan ⭐ 112

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

Detectron Self Train ⭐ 103

A PyTorch Detectron codebase for domain adaptation of object detectors.

Lsd Seg ⭐ 100

Learning from Synthetic Data: Addressing Domain Shift for Semantic Segmentation

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

Ddc Transfer Learning ⭐ 84

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

Imagenet R ⭐ 83

ImageNet-R(endition) and DeepAugment

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

Library of transfer learners and domain-adaptive classifiers.

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

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

Deep Transfer Learning ⭐ 68

Deep Transfer Learning Papers

Cross Domain_ner ⭐ 68

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

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

Meta Learning Bert ⭐ 54

Meta learning with BERT as a learner

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

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

Self Supervised Da ⭐ 36

self-supervised domain adaptation

Generalizing Reid ⭐ 29

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

Domainadaptation ⭐ 28

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

1-60 of 60 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