theo2021 / OnDALinks
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.
☆28Updated last year
Alternatives and similar repositories for OnDA
Users that are interested in OnDA are comparing it to the libraries listed below
Sorting:
- TACS: Taxonomy Adaptive Cross-Domain Semantic Segmentation☆12Updated 3 years ago
- [ICCV 2023] New framework: Domain adaptation using a single prompt. Main contribution: Prompt-driven Instance Normalization (PIN)☆120Updated 4 months ago
- Contrastive Model Adaptation for Cross-Condition Robustness in Semantic Segmentation [ICCV 2023]☆41Updated last year
- Code for <Domain Adaptive Video Segmentation via Temporal Consistency Regularization> in ICCV 2021☆42Updated 3 years ago
- Multi-Anchor Active Domain Adaptation for Semantic Segmentation (ICCV 2021 Oral)☆46Updated 3 years ago
- [CVPR 2024] Domain generalization by interpolating original feature styles with styles obtained using random descriptions in natural lang…☆51Updated 3 months ago
- Code for the paper "On the Road to Online Adaptation for Semantic Image Segmentation", CVPR 2022☆29Updated 2 years ago
- [ECCV 2022] Domain Adaptive Video Segmentation via Temporal Pseudo Supervision☆34Updated 3 years ago
- [ICCV 2021] Code for our paper Domain Adaptive Semantic Segmentation with Self-Supervised Depth Estimation☆72Updated 3 years ago
- [ICCV23] EDAPS: Enhanced Domain-Adaptive Panoptic Segmentation☆30Updated last year
- Official PyTorch Implementation of WildNet: Learning Domain Generalized Semantic Segmentation from the Wild, CVPR 2022☆51Updated last year
- Official implementation for our ECCV 2022 paper "DecoupleNet: Decoupled Network for Domain Adaptive Semantic Segmentation"☆36Updated 2 years ago
- Proportional Amplitude Spectrum Training Augmentation for Synthetic to Real Domain Generalization☆21Updated last year
- Official implementation of "Can Language Understand Depth?"☆82Updated 2 years ago
- Novel Class Discovery in Semantic Segmentation. CVPR 2022☆68Updated 2 years ago
- Style-Hallucinated Dual Consistency Learning for Domain Generalized Semantic Segmentation. ECCV 2022☆47Updated 2 years ago
- Cross-View Regularization for Domain Adaptive Panoptic Segmentation☆24Updated 3 years ago
- [CVPR 2024] Official Implementation of Collaborating Foundation models for Domain Generalized Semantic Segmentation☆70Updated 4 months ago
- ☆35Updated 3 years ago
- [NeurIPS 2023] Official Implementation of A Generic Active Learning Baseline for LiDAR Semantic Segmentation☆32Updated last year
- (ICCV 2021 Oral) Re-distributing Biased Pseudo Labels for Semi-supervised Semantic Segmentation: A Baseline Investigation.☆64Updated 3 years ago
- Official implementation for Dynamically Instance-Guided Adaptation: A Backward-free Approach for Test-Time Domain Adaptive Semantic Segme…☆10Updated last year
- [ICCV'23 Oral] Unmasking Anomalies in Road-Scene Segmentation☆59Updated last year
- [AAAI 2024] SVDP: Exploring Sparse Visual Prompt for Domain Adaptive Dense Prediction☆28Updated last year
- ☆10Updated last year
- Adversarial Erasing Framework via Triplet with Gated Pyramid Pooling Layer for Weakly Supervised Semantic Segmentation, ECCV2022☆30Updated last year
- Official pytorch implementation of CPSL: class-balanced pixel-level self-labeling for domain adaptive semantic segmentation (CVPR 2022)☆68Updated 2 years ago
- CVPR2023:Uncertainty-Aware Optimal Transport for Semantically Coherent Out-of-Distribution Detection☆27Updated 2 years ago
- Official code for RbA: Segmenting Unknown Regions Rejected by All (ICCV 2023)☆65Updated 6 months ago
- Official PyTorch implementation of our paper "Dispersing Prompt Expansion for Class-Agnostic Object Detection" (NeurIPS 2024)☆12Updated 6 months ago