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The Top 23 Computer Vision Domain Adaptation Open Source Projects

Open source projects categorized as 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
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
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
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
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
Crossnorm Selfnorm ⭐ 98
CrossNorm and SelfNorm for Generalization under Distribution Shifts, ICCV 2021
most recent commit 3 years ago
Poda ⭐ 86
[ICCV 2023] Official implementation of "PØDA: Prompt-driven Zero-shot Domain Adaptation"
most recent commit 5 months ago
Awesome Artificial Intelligence Research ⭐ 80
A curated list of Artificial Intelligence (AI) Research, tracks the cutting edge trending of AI research, including recommender systems, computer vision, machine learning, etc.
most recent commit a year 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 8 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
The 3 Latest Releases In Computer Vision Domain Adaptation Open Source Projects
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