Project Name	Stars	Most Recent Commit	Total Releases	Latest Release	Open Issues	License	Language
Transfer Learning Library	2,883	5 months ago	2	July 24, 2020	28	mit	Python
Transfer Learning Library for Domain Adaptation, Task Adaptation, and Domain Generalization
Tf Dann	580	2 years ago			10	mit	Jupyter Notebook
Domain-Adversarial Neural Network in Tensorflow
Exclusively Dark Image Dataset	461	8 months ago			8	bsd-3-clause	MATLAB
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.
Pytorch Domain Adaptation	357	3 years ago			6	mit	Python
A collection of implementations of adversarial domain adaptation algorithms
Iros20 6d Pose Tracking	299	8 months ago			4	other	Python
[IROS 2020] se(3)-TrackNet: Data-driven 6D Pose Tracking by Calibrating Image Residuals in Synthetic Domains
Dann_py3	298	2 years ago			2	mit	Python
python 3 pytorch implementation of DANN
Shot	279	2 years ago				mit	Python
code released for our ICML 2020 paper "Do We Really Need to Access the Source Data? Source Hypothesis Transfer for Unsupervised Domain Adaptation"
Squeezesegv2	205	a year ago			20	bsd-2-clause	Python
Implementation of SqueezeSegV2, Improved Model Structure and Unsupervised Domain Adaptation for Road-Object Segmentation from a LiDAR Point Cloud
Universal Domain Adaptation	190	2 years ago			7		Python
Code release for Universal Domain Adaptation(CVPR 2019)
Meta Selflearning	175	2 years ago					Python
Meta Self-learning for Multi-Source Domain Adaptation： A Benchmark

Alternatives To Bomuda Boundless Multi Source Domain Adaptive Segmentation In Unstructured Environments

Select To Compare

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

Suggest An Alternative To BoMuDA-Boundless-Multi-Source-Domain-Adaptive-Segmentation-in-Unstructured-Environments

Alternative Project Comparisons

Bomuda Boundless Multi Source Domain Adaptive Segmentation In Unstructured Environments vs Transfer Learning Library

Bomuda Boundless Multi Source Domain Adaptive Segmentation In Unstructured Environments vs Tf Dann

Bomuda Boundless Multi Source Domain Adaptive Segmentation In Unstructured Environments vs Exclusively Dark Image Dataset

Bomuda Boundless Multi Source Domain Adaptive Segmentation In Unstructured Environments vs Pytorch Domain Adaptation

Bomuda Boundless Multi Source Domain Adaptive Segmentation In Unstructured Environments vs Iros20 6d Pose Tracking

Bomuda Boundless Multi Source Domain Adaptive Segmentation In Unstructured Environments vs Dann_py3

Bomuda Boundless Multi Source Domain Adaptive Segmentation In Unstructured Environments vs Shot

Bomuda Boundless Multi Source Domain Adaptive Segmentation In Unstructured Environments vs Squeezesegv2

Bomuda Boundless Multi Source Domain Adaptive Segmentation In Unstructured Environments vs Universal Domain Adaptation

Bomuda Boundless Multi Source Domain Adaptive Segmentation In Unstructured Environments vs Meta Selflearning

Popular Domain Adaptation Projects

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

Awesome Domain Adaptation ⭐ 4,822

A collection of AWESOME things about domian adaptation

most recent commit a month ago

Transferlearning Tutorial ⭐ 2,344

《迁移学习简明手册》LaTex源码

most recent commit a year ago

Pot ⭐ 2,231

POT : Python Optimal Transport

dependent packages 64total releases 26latest release August 09, 2023most recent commit 15 days ago

Awesome Transfer Learning ⭐ 1,539

Best transfer learning and domain adaptation resources (papers, tutorials, datasets, etc.)

most recent commit 2 years ago

Popular Dataset Projects

Public Apis ⭐ 276,890

A collective list of free APIs

most recent commit 3 months ago

Awesome Public Datasets ⭐ 58,275

A topic-centric list of HQ open datasets.

most recent commit 4 months ago

Tensorflow Examples ⭐ 43,109

TensorFlow Tutorial and Examples for Beginners (support TF v1 & v2)

most recent commit 3 months ago

Mask_rcnn ⭐ 23,745

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

total releases 5latest release March 05, 2019most recent commit 4 months ago

Pytorch Cyclegan And Pix2pix ⭐ 21,090

Image-to-Image Translation in PyTorch

most recent commit 4 months ago

Popular Machine Learning Categories

Natural Language Processing

Neural Network

Neural

Computer Vision

Convolutional Neural Networks

Opencv