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The Top 23 Python Pytorch Domain Adaptation Open Source Projects

Open source projects categorized as Python Pytorch Domain Adaptation
Categories > Machine Learning > Domain Adaptation
Dassl.pytorch ⭐ 681
A PyTorch toolbox for domain generalization, domain adaptation and semi-supervised learning.
most recent commit 2 years ago
Adaptsegnet ⭐ 586
Learning to Adapt Structured Output Space for Semantic Segmentation, CVPR 2018 (spotlight)
most recent commit 4 years ago
Deep Transfer Learning ⭐ 517
A collection of implementations of deep domain adaptation algorithms
most recent commit 2 years ago
Pykale ⭐ 415
Knowledge-Aware machine LEarning (KALE): accessible machine learning from multiple sources for interdisciplinary research, part of the 🔥PyTorch ecosystem. ⭐ Star to support our work!
total releases 12most recent commit 3 months ago
Eanet ⭐ 374
EANet: Enhancing Alignment for Cross-Domain Person Re-identification
most recent commit 3 years ago
Seg Uncertainty ⭐ 374
IJCAI2020 & IJCV2021 🌇 Unsupervised Scene Adaptation with Memory Regularization in vivo
most recent commit 3 months ago
Dann_py3 ⭐ 298
python 3 pytorch implementation of DANN
most recent commit 2 years ago
Dann ⭐ 295
pytorch implementation of Domain-Adversarial Training of Neural Networks
most recent commit 5 years ago
Loveda ⭐ 282
[NeurIPS 2021] LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation
most recent commit 3 months ago
Pytorch Adda ⭐ 264
A PyTorch implementation for Adversarial Discriminative Domain Adaptation
most recent commit 6 years ago
Ta3n ⭐ 256
[ICCV 2019 (Oral)] Temporal Attentive Alignment for Large-Scale Video Domain Adaptation (PyTorch)
most recent commit 3 months ago
Pytorch Adapt ⭐ 234
Domain adaptation made easy. Fully featured, modular, and customizable.
total releases 99most recent commit a year ago
Domain Adaptive Faster Rcnn Pytorch ⭐ 230
Domain Adaptive Faster R-CNN in PyTorch
most recent commit 2 years ago
Everypixelmatters ⭐ 150
Implementation of ECCV 2020 paper "Every Pixel Matters: Center-aware Feature Alignment for Domain Adaptive Object Detector"
most recent commit a year ago
Deepcoral ⭐ 150
A PyTorch implementation of 'Deep CORAL: Correlation Alignment for Deep Domain Adaptation.', ECCV 2016
most recent commit 6 years ago
Self Ensemble Visual Domain Adapt ⭐ 143
Code repository for the small image experiments our paper 'Self-ensembling for Domain Adaptation'
most recent commit 5 years ago
Crst ⭐ 141
Code for <Confidence Regularized Self-Training> in ICCV19 (Oral)
most recent commit 4 years ago
Sstda ⭐ 122
[CVPR 2020] Action Segmentation with Joint Self-Supervised Temporal Domain Adaptation (PyTorch)
most recent commit 3 years ago
Dta.pytorch ⭐ 122
Official implementation of Drop to Adapt: Learning Discriminative Features for Unsupervised Domain Adaptation, to be presented at ICCV 2019.
most recent commit 4 years ago
Contrastive Adaptation Network For Unsupervised Domain Adaptation ⭐ 108
pytorch implementation for Contrastive Adaptation Network
most recent commit 3 years ago
Dise Domain Invariant Structure Extraction ⭐ 106
Pytorch Implementation -- All about Structure: Adapting Structural Information across Domains for Boosting Semantic Segmentation, CVPR 2019
most recent commit 5 years ago
Poda ⭐ 86
[ICCV 2023] Official implementation of "PØDA: Prompt-driven Zero-shot Domain Adaptation"
most recent commit 4 months ago
Pytorch Dann ⭐ 85
PyTorch implementation of DANN (Domain-Adversarial Training of Neural Networks)
most recent commit 5 months ago
The 3 Latest Releases In Python Pytorch Domain Adaptation Open Source Projects
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