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The Top 23 Deep Learning Domain Adaptation Open Source Projects

Open source projects categorized as Deep Learning Domain Adaptation
Categories > Machine Learning > Deep Learning
Categories > Machine Learning > Domain Adaptation
Transferlearning ⭐ 12,494
Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习
most recent commit 3 months ago
Transfer Learning Library ⭐ 2,883
Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
total releases 2most recent commit 5 months ago
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
Exclusively Dark Image Dataset ⭐ 461
Exclusively Dark (ExDARK) dataset which to the best of our knowledge, is the largest collection of low-light images taken in very low-light environments to twilight (i.e 10 different conditions) to-date with image class and object level annotations.
most recent commit 8 months ago
Powerful Benchmarker ⭐ 426
A library for ML benchmarking. It's powerful.
total releases 34most recent commit 3 months 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
Xlearn ⭐ 409
Transfer Learning Library
most recent commit 3 years ago
Real Time Self Adaptive Deep Stereo ⭐ 377
Code for "Real-time self-adaptive deep stereo" - CVPR 2019 (ORAL)
most recent commit 2 years ago
Multitask Learning ⭐ 374
Awesome Multitask Learning Resources
most recent commit 3 years ago
Salad ⭐ 266
A toolbox for domain adaptation and semi-supervised learning. Contributions welcome.
most recent commit 3 years ago
Pytorch Adda ⭐ 264
A PyTorch implementation for Adversarial Discriminative Domain Adaptation
most recent commit 6 years ago
Proda ⭐ 254
Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation (CVPR 2021)
most recent commit 9 months ago
Adapt ⭐ 253
Awesome Domain Adaptation Python Toolbox
total releases 17most 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
Self Similarity Grouping ⭐ 188
Self-similarity Grouping: A Simple Unsupervised Cross Domain Adaptation Approach for Person Re-identification (ICCV 2019, Oral)
most recent commit 4 years ago
Cbst ⭐ 184
Code for <Domain Adaptation for Semantic Segmentation via Class-Balanced Self-Training> in ECCV18
most recent commit 4 years ago
Deepcoral ⭐ 150
A PyTorch implementation of 'Deep CORAL: Correlation Alignment for Deep Domain Adaptation.', ECCV 2016
most recent commit 6 years 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
Generate_to_adapt ⭐ 115
Implementation of "Generate To Adapt: Aligning Domains using Generative Adversarial Networks"
most recent commit 5 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
The 6 Latest Releases In Deep Learning Domain Adaptation Open Source Projects
Adapt ⭐ 253
Awesome Domain Adaptation Python Toolbox
total releases 17latest release June 19, 2023most recent commit 3 months ago
Pytorch Adapt ⭐ 234
Domain adaptation made easy. Fully featured, modular, and customizable.
total releases 99latest release July 07, 2022most recent commit a year ago
Proglearn ⭐ 33
NeuroData's package for exploring and using progressive learning algorithms
total releases 8latest release March 17, 2022most recent commit a year ago
Powerful Benchmarker ⭐ 426
A library for ML benchmarking. It's powerful.
total releases 34latest release September 19, 2020most recent commit 3 months ago
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