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The Top 23 Python Deep Learning Domain Adaptation Open Source Projects

Open source projects categorized as Python 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
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
Real Time Self Adaptive Deep Stereo ⭐ 377
Code for "Real-time self-adaptive deep stereo" - CVPR 2019 (ORAL)
most recent commit 2 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 10 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
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
Lsd Seg ⭐ 92
Learning from Synthetic Data: Addressing Domain Shift for Semantic Segmentation
most recent commit 6 years ago
Seanet ⭐ 90
Self-Ensembling Attention Networks: Addressing Domain Shift for Semantic Segmentation
most recent commit 3 years ago
Dmenet ⭐ 89
[CVPR 2019] Official TensorFlow Implementation for "Deep Defocus Map Estimation using Domain Adaptation"
most recent commit 2 years ago
Poda ⭐ 86
[ICCV 2023] Official implementation of "PØDA: Prompt-driven Zero-shot Domain Adaptation"
most recent commit 5 months ago
Cac Unet Digestpath2019 ⭐ 84
1st to MICCAI DigestPath2019 challenge (https://digestpath2019.grand-challenge.org/Home/) on colonoscopy tissue segmentation and classification task. (MICCAI 2019) https://teacher.bupt.edu.cn/zhuchuang/en/index.htm
most recent commit a year ago
Kd3a ⭐ 81
Here is the official implementation of the model KD3A in paper "KD3A: Unsupervised Multi-Source Decentralized Domain Adaptation via Knowledge Distillation".
most recent commit 2 years ago
Adatime ⭐ 77
[TKDD 2023] AdaTime: A Benchmarking Suite for Domain Adaptation on Time Series Data
most recent commit a year ago
The 4 Latest Releases In Python Deep Learning Domain Adaptation Open Source Projects
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