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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
⭐
1,020
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
Dann
⭐
409
pytorch implementation of Domain-Adversarial Training of Neural Networks
Eanet
⭐
381
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
Mmt
⭐
349
[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.
Salad
⭐
263
A toolbox for domain adaptation and semi-supervised learning. Contributions welcome.
Clan
⭐
257
( TPAMI2021 / CVPR2019 Oral ) Taking A Closer Look at Domain Shift: Category-level Adversaries for Semantics Consistent Domain Adaptation
Ta3n
⭐
218
[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
Bnm
⭐
193
code of Towards Discriminability and Diversity: Batch Nuclear-norm Maximization under Label Insufficient Situations (CVPR2020 oral)
Crst
⭐
179
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
Cbst
⭐
149
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
Shot
⭐
141
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
Mfr
⭐
127
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
Seanet
⭐
91
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
Htcn
⭐
81
Implementation of "Harmonizing Transferability and Discriminability for Adapting Object Detectors" (CVPR 2020)
Libtlda
⭐
73
Library of transfer learners and domain-adaptive classifiers.
Hatn
⭐
73
Hierarchical Attention Transfer Network for Cross-domain Sentiment Classification (AAAI'18)
Man
⭐
72
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
Scl
⭐
66
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
Gvb
⭐
54
Code of Gradually Vanishing Bridge for Adversarial Domain Adaptation (CVPR2020)
Proda
⭐
52
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
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Applications
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Artificial Intelligence
📦 78
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📦 73
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📦 113
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📦 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
Games
📦 129
Graphics
📦 110
Hardware
📦 152
Integrated Development Environments
📦 49
Learning Resources
📦 166
Legal
📦 29
Libraries
📦 129
Lists Of Projects
📦 22
Machine Learning
📦 347
Mapping
📦 64
Marketing
📦 15
Mathematics
📦 55
Media
📦 239
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