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The Top 23 Python Domain Adaptation Open Source Projects

Open source projects categorized as Python Domain Adaptation
Categories > Machine Learning > Domain Adaptation
Dada ⭐ 66
Depth-aware Domain Adaptation in Semantic Segmentation
most recent commit 4 years ago
Ccsa ⭐ 65
"Unified Deep Supervised Domain Adaptation and Generalization" (ICCV 2017)
most recent commit 4 years ago
Game Feature Learning ⭐ 65
Cross-Domain Self-supervised Multi-task Feature Learning using Synthetic Imagery, CVPR'18
most recent commit 3 years ago
Man ⭐ 64
Multinomial Adversarial Networks for Multi-Domain Text Classification (NAACL 2018)
most recent commit 5 years ago
Refign ⭐ 62
Refign: Align and Refine for Adaptation of Semantic Segmentation to Adverse Conditions [WACV 2023]
most recent commit 9 months ago
Da_visualization ⭐ 62
[CVPR2021] "Visualizing Adapted Knowledge in Domain Transfer". Visualization for domain adaptation. #explainable-ai
most recent commit 2 years ago
Scl ⭐ 58
Implementation of "SCL: Towards Accurate Domain Adaptive Object Detection via Gradient Detach Based Stacked Complementary Losses"
most recent commit 4 years ago
Pixelda_gan ⭐ 58
Domain Adaptation using GAN
most recent commit 5 years ago
Da Retinanet ⭐ 58
Official Detectron2 implementation of DA-RetinaNet of our Image and Vision Computing 2021 work 'An unsupervised domain adaptation scheme for single-stage artwork recognition in cultural sites'
most recent commit 5 months ago
Htcn ⭐ 57
Implementation of "Harmonizing Transferability and Discriminability for Adapting Object Detectors" (CVPR 2020)
most recent commit 4 years ago
G Sfda ⭐ 55
code for our ICCV 2021 paper 'Generalized Source-free Domain Adaptation'
most recent commit 2 years ago
Libtlda ⭐ 54
Library of transfer learners and domain-adaptive classifiers.
total releases 5most recent commit 5 years ago
Transfer Learning Fault Diagnosis Pytorch ⭐ 54
A transfer learning fault diagnosis repository covering popular algorithms
most recent commit 5 months ago
Cag_uda ⭐ 53
(NeurIPS2019) Category Anchor-Guided Unsupervised Domain Adaptation for Semantic Segmentation
most recent commit 4 years ago
Drcn ⭐ 53
most recent commit 7 years ago
Asm ⭐ 53
( NeurIPS 2020 ) Adversarial Style Mining for One-Shot Unsupervised Domain Adaptation
most recent commit 3 years ago
Pipa ⭐ 53
Official Implementation of PiPa: Pixel- and Patch-wise Self-supervised Learning for Domain Adaptative Semantic Segmentation
most recent commit 9 months ago
Visda 2019 Public ⭐ 52
most recent commit 5 years ago
Cmd ⭐ 52
Central Moment Discrepancy for Domain-Invariant Representation Learning (ICLR 2017, keras)
most recent commit 2 years ago
Conda ⭐ 52
[ICRA'23] ConDA: Unsupervised Domain Adaptation for LiDAR Segmentation via Regularized Domain Concatenation
most recent commit a year ago
Mixup_for_uda ⭐ 52
Implementation of Adversarial Domain Adaptation with Domain Mixup (AAAI 2020 Oral).
most recent commit 4 years ago
Unrealperson ⭐ 51
[CVPR-2021] UnrealPerson: An adaptive pipeline for costless person re-identification
most recent commit 3 years ago
Minimal Entropy Correlation Alignment ⭐ 51
Code for the paper "Minimal-Entropy Correlation Alignment for Unsupervised Deep Domain Adaptation", ICLR 2018
most recent commit 4 years ago
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