theo2021 / OnDA
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 9 months ago
Alternatives and similar repositories for OnDA:
Users that are interested in OnDA are comparing it to the libraries listed below
- TACS: Taxonomy Adaptive Cross-Domain Semantic Segmentation☆12Updated 2 years ago
- [CVPR 2024] Official repository of "A Simple Recipe for Language-guided Domain Generalized Segmentation"☆47Updated last week
- Contrastive Model Adaptation for Cross-Condition Robustness in Semantic Segmentation [ICCV 2023]☆42Updated last year
- [ECCV 2022] Domain Adaptive Video Segmentation via Temporal Pseudo Supervision☆34Updated 2 years ago
- Code for <Domain Adaptive Video Segmentation via Temporal Consistency Regularization> in ICCV 2021☆42Updated 2 years ago
- [ICCV23] Official Implementation of CMDA: Cross-Modality Domain Adaptation for Nighttime Semantic Segmentation☆27Updated 3 months ago
- Style-Hallucinated Dual Consistency Learning for Domain Generalized Semantic Segmentation. ECCV 2022☆46Updated 2 years ago
- Multi-Anchor Active Domain Adaptation for Semantic Segmentation (ICCV 2021 Oral)☆44Updated 3 years ago
- Proportional Amplitude Spectrum Training Augmentation for Synthetic to Real Domain Generalization☆21Updated last year
- Official implementation for Dynamically Instance-Guided Adaptation: A Backward-free Approach for Test-Time Domain Adaptive Semantic Segme…☆11Updated last year
- Official PyTorch Implementation of WildNet: Learning Domain Generalized Semantic Segmentation from the Wild, CVPR 2022☆50Updated last year
- [ICCV23] EDAPS: Enhanced Domain-Adaptive Panoptic Segmentation☆30Updated 11 months ago
- An implementation of our work "Learning to Relate Depth and Semantics for Unsupervised Domain Adaptation".☆36Updated 3 years ago
- [ICCV 2023] Official implementation of "PØDA: Prompt-driven Zero-shot Domain Adaptation"☆113Updated last week
- Official implementation for our ECCV 2022 paper "DecoupleNet: Decoupled Network for Domain Adaptive Semantic Segmentation"☆36Updated 2 years ago
- Exploring Relational Context for Multi-Task Dense Prediction [ICCV 2021]☆49Updated last year
- [AAAI 2024] SVDP: Exploring Sparse Visual Prompt for Domain Adaptive Dense Prediction☆25Updated 11 months ago
- Novel Class Discovery in Semantic Segmentation. CVPR 2022☆68Updated 2 years ago
- ☆10Updated last year
- Domain Adaptation for Semantic Segmentation at Nighttime☆29Updated 3 years ago
- [CVPR 2024] Official Implementation of Collaborating Foundation models for Domain Generalized Semantic Segmentation☆68Updated 3 months ago
- The official project for the paper: Slot-VPS: Object-centric Representation Learning for Video Panoptic Segmentation, CVPR 2022☆14Updated 2 years ago
- We're Not Using Videos Effectively (TMLR 2024)☆17Updated last year
- (ICCV 2021 Oral) Re-distributing Biased Pseudo Labels for Semi-supervised Semantic Segmentation: A Baseline Investigation.☆63Updated 3 years ago
- [NeurIPS 2023] Official Implementation of A Generic Active Learning Baseline for LiDAR Semantic Segmentation☆30Updated 11 months ago
- ☆41Updated last year
- (ICCV 2023) MasQCLIP for Open-Vocabulary Universal Image Segmentation☆37Updated last year
- Official PyTorch implementation of "Weakly Supervised Semantic Segmentation for Driving Scenes", AAAI2024☆18Updated last week
- Code for the paper "Reliability in Semantic Segmentation: Are We on the Right Track?", CVPR 2023☆23Updated 8 months ago
- Cross-View Regularization for Domain Adaptive Panoptic Segmentation☆24Updated 2 years ago