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The Top 23 Unsupervised Domain Adaptation Open Source Projects

Open source projects categorized as Unsupervised Domain Adaptation
Categories > Unsupervised Domain Adaptation
Transfer Learning Library ⭐ 2,883
Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
total releases 2most recent commit 6 months ago
Daformer ⭐ 404
[CVPR22] Official Implementation of DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation
most recent commit 5 months ago
Openunreid ⭐ 275
PyTorch open-source toolbox for unsupervised or domain adaptive object re-ID.
most recent commit 3 years ago
Mmt ⭐ 220
[ICLR-2020] Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification.
most recent commit 4 years ago
Hrda ⭐ 211
[ECCV22] Official Implementation of HRDA: Context-Aware High-Resolution Domain-Adaptive Semantic Segmentation
most recent commit 5 months 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
Contrastive Adaptation Network For Unsupervised Domain Adaptation ⭐ 108
pytorch implementation for Contrastive Adaptation Network
most recent commit 4 years ago
Adatime ⭐ 77
[TKDD 2023] AdaTime: A Benchmarking Suite for Domain Adaptation on Time Series Data
most recent commit a year ago
Publications Arruda Ijcnn 2019 ⭐ 59
Cross-Domain Car Detection Using Unsupervised Image-to-Image Translation: From Day to Night
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 6 months ago
How To Train Your Neural Net ⭐ 55
Deep learning research implemented on notebooks using PyTorch.
most recent commit 3 years ago
Domain Adaptation Capls ⭐ 42
Unsupervised Domain Adaptation via Structured Prediction Based Selective Pseudo-Labeling
most recent commit 2 years ago
Da Faster Rcnn ⭐ 35
Detectron2 implementation of DA-Faster R-CNN, Domain Adaptive Faster R-CNN for Object Detection in the Wild
most recent commit 8 months ago
See Mtda ⭐ 27
(RA-L 2022) See Eye to Eye: A Lidar-Agnostic 3D Detection Framework for Unsupervised Multi-Target Domain Adaptation.
most recent commit a year ago
Stmda Retinanet ⭐ 26
Official Detectron2 implementation of STMDA-RetinaNet of our Computer Vision and Image Understanding 2022 work 'A Multi Camera Unsupervised Domain Adaptation Pipeline for Object Detection in Cultural Sites through Adversarial Learning and Self-Training'
most recent commit 6 months ago
Medical Domain Adaptive Neural Networks ⭐ 25
Adaptive Adversarial Neural Networks for Lossy and Domain-Shifted Medical Image Analysis.
most recent commit 5 months ago
Audasc ⭐ 25
Adversarial Unsupervised Domain Adaptation for Acoustic Scene Classification
most recent commit 6 years ago
Udasod Upl ⭐ 24
Unsupervised Domain Adaptive Salient Object Detection Through Uncertainty-Aware Pseudo-Label Learning, AAAI Conference on Artificial Intelligence (AAAI), 2022
most recent commit a year ago
Probabilisticteacher ⭐ 23
An official implementation of ICML 2022 paper "Learning Domain Adaptive Object Detection with Probabilistic Teacher"."
most recent commit 2 years ago
Dar Unet ⭐ 22
[JBHI2022] A novel 3D unsupervised domain adaptation framework for cross-modality medical image segmentation
most recent commit 8 months ago
Saic Unsupervised Landmark Detection Neurips2019 ⭐ 20
Code for paper "Object landmark discovery through unsupervised adaptation"
most recent commit 5 years ago
Bmd ⭐ 19
[ECCV 2022] The official repository of our paper "BMD: A General Class-balanced Multicentric Dynamic Prototype Strategy for Source-free Domain Adaptation"
most recent commit a year ago
Centernet Uda ⭐ 16
This repository holds a small framework to evaluate unsupervised domain adaptation methods in combination with a CenterNet object detection network.
most recent commit 3 years ago
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