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The Top 23 Python Computer Vision Domain Adaptation Open Source Projects

Open source projects categorized as Python Computer Vision Domain Adaptation
Categories > Machine Learning > Computer Vision
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
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
Iros20 6d Pose Tracking ⭐ 299
[IROS 2020] se(3)-TrackNet: Data-driven 6D Pose Tracking by Calibrating Image Residuals in Synthetic Domains
most recent commit 8 months ago
Proda ⭐ 254
Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation (CVPR 2021)
most recent commit 10 months ago
Pytorch Adapt ⭐ 234
Domain adaptation made easy. Fully featured, modular, and customizable.
total releases 99most recent commit a year ago
Squeezesegv2 ⭐ 205
Implementation of SqueezeSegV2, Improved Model Structure and Unsupervised Domain Adaptation for Road-Object Segmentation from a LiDAR Point Cloud
most recent commit a year ago
Meta Selflearning ⭐ 175
Meta Self-learning for Multi-Source Domain Adaptation： A Benchmark
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
Opencompounddomainadaptation Ocda ⭐ 125
Pytorch implementation for "Open Compound Domain Adaptation" (CVPR 2020 ORAL)
most recent commit 3 years ago
Adaptationseg ⭐ 116
Curriculum Domain Adaptation for Semantic Segmentation of Urban Scenes, ICCV 2017
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 5 months ago
Game Feature Learning ⭐ 65
Cross-Domain Self-supervised Multi-task Feature Learning using Synthetic Imagery, CVPR'18
most recent commit 3 years ago
Refign ⭐ 62
Refign: Align and Refine for Adaptation of Semantic Segmentation to Adverse Conditions [WACV 2023]
most recent commit 9 months ago
Pixelda_gan ⭐ 58
Domain Adaptation using GAN
most recent commit 5 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
Ta3n ⭐ 44
[ICCV 2019 Oral] TA3N: https://github.com/cmhungsteve/TA3N (Most updated repo)
most recent commit 6 months ago
Cep ⭐ 43
Computational Endoscopy Platform (advanced deep learning toolset for analyzing endoscopy videos) [MICCAI'22, MICCAI'21, ISBI'21, CVPR'20]
most recent commit a year ago
Graph Domain Adaptaion ⭐ 43
PyTorch code for the paper "Curriculum Graph Co-Teaching for Multi-target Domain Adaptation" (CVPR2021)
most recent commit 3 years ago
Cma ⭐ 28
Contrastive Model Adaptation for Cross-Condition Robustness in Semantic Segmentation [ICCV 2023]
most recent commit 8 months ago
Duet ⭐ 20
[WWW2023] PyTorch implementation of DUET: A Tuning-Free Device-Cloud Collaborative Parameters Generation Framework for Efficient Device Model Generalization.
most recent commit 6 months ago
Zsl Ada ⭐ 16
Code accompanying the paper "A Generative Framework for Zero Shot Learning with Adversarial Domain Adaptation"
most recent commit 3 years ago
The 2 Latest Releases In Python Computer Vision Domain Adaptation Open Source Projects
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