Source code for "Online Unsupervised Domain Adaptation for Semantic Segmentation in Ever-Changing Conditions", ECCV 2022. This is the code has been implemented to perform training and evaluation of UDA approaches in continuous scenarios. The library has been implemented in PyTorch 1.7.1. Some newer versions should work as well.
☆28Jun 11, 2024Updated last year
Alternatives and similar repositories for OnDA
Users that are interested in OnDA are comparing it to the libraries listed below
Sorting:
- Source code for "To Adapt or Not to Adapt? Real-Time Adaptation for Semantic Segmentation", ICCV 2023☆48Jun 20, 2024Updated last year
- Contrastive Model Adaptation for Cross-Condition Robustness in Semantic Segmentation [ICCV 2023]☆40Aug 30, 2023Updated 2 years ago
- Code for <Domain Adaptive Video Segmentation via Temporal Consistency Regularization> in ICCV 2021☆42Jul 5, 2022Updated 3 years ago
- TACS: Taxonomy Adaptive Cross-Domain Semantic Segmentation☆12Jul 14, 2022Updated 3 years ago
- ☆10Oct 4, 2023Updated 2 years ago
- Official Pytorch implementation of the ECCV 2022 paper "GIPSO: Geometrically Informed Propagation for Online Adaptation in 3D LiDAR Segme…☆45Jan 13, 2023Updated 3 years ago
- Official pytorch implementation of CPSL: class-balanced pixel-level self-labeling for domain adaptive semantic segmentation (CVPR 2022)☆69Nov 17, 2022Updated 3 years ago
- [ICCV23] Official Implementation of CMDA: Cross-Modality Domain Adaptation for Nighttime Semantic Segmentation☆37Dec 10, 2024Updated last year
- Repository for ICCV 2021 paper "Partial Video Domain Adaptation with Partial Adversarial Temporal Attentive Network"☆17Mar 30, 2023Updated 2 years ago
- Toolkit for VIPER benchmark☆15Aug 11, 2020Updated 5 years ago
- [ECCV 2024] SDK for MUSES: The Multi-Sensor Semantic Perception Dataset for Driving under Uncertainty☆43Feb 16, 2026Updated last week
- ☆45Jul 3, 2024Updated last year
- [ICCV 2023] New framework: Domain adaptation using a single prompt. Main contribution: Prompt-driven Instance Normalization (PIN)☆124Mar 15, 2025Updated 11 months ago
- Stable Neighbor Denoising for Source-free Domain Adaptive Segmentation (CVPR-2024)☆22Jun 14, 2024Updated last year
- Pin the Memory (CVPR 2022): Official Project Webpage☆44Nov 3, 2022Updated 3 years ago
- ☆15Feb 9, 2021Updated 5 years ago
- Code from the paper "DACS: Domain Adaptation via Cross-domain Mixed Sampling"☆131Jul 6, 2023Updated 2 years ago
- BRAVO Challenge Toolkit and Evaluation Code☆21Apr 30, 2025Updated 10 months ago
- Official PyTorch Implementation of WildNet: Learning Domain Generalized Semantic Segmentation from the Wild, CVPR 2022☆51Nov 28, 2023Updated 2 years ago
- semantic segmentation☆19Aug 14, 2020Updated 5 years ago
- Repository for ECCV 2022 paper "Source-free Video Domain Adaptation by Learning Temporal Consistency for Action Recognition"☆24Mar 9, 2023Updated 2 years ago
- Original PyTorch implementation of the paper "Semantic Segmentation under Adverse Conditions: A Weather and Nighttime-aware Synthetic Dat…☆30Feb 14, 2024Updated 2 years ago
- A Framework for Open-Vocabulary Object Retrieval and Drawer Manipulation in Point Clouds☆29Jan 19, 2025Updated last year
- Prototypical Pseudo Label Denoising and Target Structure Learning for Domain Adaptive Semantic Segmentation (CVPR 2021)☆291Jul 6, 2023Updated 2 years ago
- Pytorch implementation of "Learning Domain-Aware Detection Head with Prompt Tuning" (NeurIPS 2023)☆22Mar 6, 2024Updated last year
- Code for the paper "Reliability in Semantic Segmentation: Are We on the Right Track?", CVPR 2023☆23Jul 8, 2024Updated last year
- [ICCV'23 Oral] Unmasking Anomalies in Road-Scene Segmentation☆61Apr 28, 2024Updated last year
- Sambor: Boosting Segment Anything Model Towards Open-Vocabulary Learning☆32Dec 7, 2023Updated 2 years ago
- [CVPR22] Official Implementation of DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmen…☆562Aug 10, 2024Updated last year
- ☆59Nov 13, 2024Updated last year
- Code for the paper "On the Road to Online Adaptation for Semantic Image Segmentation", CVPR 2022☆29Oct 18, 2022Updated 3 years ago
- 🔥 [AAAI 2026 Oral] Official code for Decomposing the Neurons: Activation Sparsity via Mixture of Experts for Continual Test Time Adaptat…☆75Jul 8, 2024Updated last year
- Official code for RbA: Segmenting Unknown Regions Rejected by All (ICCV 2023)☆71Jan 10, 2025Updated last year
- The official implementation of "Not All Voxels Are Equal: Hardness-Aware Semantic Scene Completion with Self-Distillation" (CVPR 2024)☆28Jul 27, 2024Updated last year
- Official PyTorch implementation of the ECCV 2022 paper "CoSMix: Compositional Semantic Mix for Domain Adaptation in 3D LiDAR Segmentation…☆70Mar 29, 2024Updated last year
- A baseline demo for ARID Dataset☆26Nov 8, 2021Updated 4 years ago
- SAM Enhance Mask Quality for WSSS: This repository provides tools for generating, evaluating, and visualizing enhanced pseudo masks for W…☆74Oct 9, 2023Updated 2 years ago
- [CVPR 2022] Official CoTTA Code for our paper Continual Test-Time Domain Adaptation☆305Jun 17, 2024Updated last year
- An implementation of our work "Learning to Relate Depth and Semantics for Unsupervised Domain Adaptation".☆36Jul 5, 2021Updated 4 years ago