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The Top 23 Dataset Domain Adaptation Open Source Projects

Open source projects categorized as Dataset Domain Adaptation
Categories > Data Processing > Dataset
Categories > Machine Learning > Domain Adaptation
Transfer Learning Library ⭐ 2,883
Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
total releases 2most recent commit 5 months ago
Tf Dann ⭐ 580
Domain-Adversarial Neural Network in Tensorflow
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
Pytorch Domain Adaptation ⭐ 357
A collection of implementations of adversarial domain adaptation algorithms
most recent commit 3 years 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
Dann_py3 ⭐ 298
python 3 pytorch implementation of DANN
most recent commit 2 years ago
Shot ⭐ 279
code released for our ICML 2020 paper "Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation"
most recent commit 2 years 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
Universal Domain Adaptation ⭐ 190
Code release for Universal Domain Adaptation(CVPR 2019)
most recent commit 2 years 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
Afn ⭐ 131
(ICCV'19 Oral) Larger Norm More Transferable: An Adaptive Feature Norm Approach for Unsupervised Domain Adaptation
most recent commit 4 years ago
Combogan ⭐ 128
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
Contrastive Adaptation Network For Unsupervised Domain Adaptation ⭐ 108
pytorch implementation for Contrastive Adaptation Network
most recent commit 3 years ago
Synlidar ⭐ 102
SynLiDAR: Synthetic LiDAR sequential point cloud dataset with point-wise annotations (AAAI2022)
most recent commit 6 months ago
Cida ⭐ 95
[ICML 2020] Continuously Indexed Domain Adaptation
most recent commit 2 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
Convolutional Handwriting Gan ⭐ 75
ScrabbleGAN: Semi-Supervised Varying Length Handwritten Text Generation (CVPR20)
most recent commit 3 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 4 months ago
Scl ⭐ 58
Implementation of "SCL: Towards Accurate Domain Adaptive Object Detection via Gradient Detach Based Stacked Complementary Losses"
most recent commit 3 years ago
Htcn ⭐ 57
Implementation of "Harmonizing Transferability and Discriminability for Adapting Object Detectors" (CVPR 2020)
most recent commit 4 years ago
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