AmineMarnissi / UDAT
The alignment of feature distributions between visible and thermal domains is crucial for achieving effective object detection. Our proposed adaptive detector, integrated into the faster R-CNN architecture, tackles the domain shift problem and enhances overall performance. Experimental evaluations are demonstrated on the KAIST and FLIR ADAS data…
☆13Updated last year
Alternatives and similar repositories for UDAT:
Users that are interested in UDAT are comparing it to the libraries listed below
- Object-Aware Domain Generalization for Object Detection☆57Updated 8 months ago
- [AAAI 2023 Oral] VBLC: Visibility Boosting and Logit-Constraint Learning for Domain Adaptive Semantic Segmentation under Adverse Conditio…☆26Updated last month
- Official Pytorch Codebase for Towards Online Domain Adaptive Object Detection [WACV 2023]☆38Updated 2 years ago
- ☆14Updated 7 months ago
- Python code to implement DeIL, a CLIP based approach for open-world few-shot learning.☆14Updated 5 months ago
- Unsupervised condition-level adaptation for semantic segmentation☆20Updated 9 months ago
- ☆17Updated last year
- Official implementation of "Self-training Guided Adversarial Domain Adaptation For Thermal Imagery". CVPR 2021 PBVS.☆15Updated 3 years ago
- [CVPR' 22] Towards Robust Adaptive Object Detection under Noisy Annotations☆32Updated 2 years ago
- [ICCV23] Official Implementation of CMDA: Cross-Modality Domain Adaptation for Nighttime Semantic Segmentation☆29Updated 4 months ago
- Official implementation of the paper "Complementary Random Masking for RGB-T Semantic Segmentation."☆55Updated last year
- [ICCV' 23 ORAL] Novel Scenes & Classes: Towards Adaptive Open-set Object Detection☆42Updated last year
- [ECCV'24 Oral] Anytime Continual Learning for Open Vocabulary Classification☆20Updated 6 months ago
- Code for MERL's ECCV 2022 paper on Cross-Modal Knowledge Transfer Without Task-Relevant Source Data☆10Updated 2 years ago
- Iterative Loop Method Combining Active and Semi-Supervised Learning for Domain Adaptive Semantic Segmentation☆32Updated 2 years ago
- Original PyTorch implementation of the paper "Semantic Segmentation under Adverse Conditions: A Weather and Nighttime-aware Synthetic Dat…☆24Updated last year
- [CVPR 2024] Open-Set Domain Adaptation for Semantic Segmentation☆39Updated 9 months ago
- ☆15Updated 6 months ago
- ☆23Updated 3 months ago
- [ICCV 2023 oral] Official repository of the paper "Similarity Min-Max: Zero-Shot Day-Night Domain Adaptation"☆45Updated last year
- ☆17Updated last year
- ☆12Updated 4 months ago
- BRAVO Challenge Toolkit and Evaluation Code☆18Updated 6 months ago
- [CVPR 2024] Exploring Orthogonality in Open World Object Detection☆45Updated 10 months ago
- KTCN: Enhancing Open-World Object Detection with Knowledge Tansfer and Class-Awareness Neutralization (IJCAI 24)☆8Updated 8 months ago
- [ECCVW 2022] UAD: Localization Uncertainty Estimation for Anchor-Free Object Detection☆15Updated last year
- Official PyTorch implementation of "DiGA: Distil to Generalize and then Adapt for Domain Adaptive Semantic Segmentation" (CVPR 2023)☆28Updated last year
- [ECCV 2024] Reliable Spatial-Temporal Voxels for Multi-Modal Test-Time Adaptation☆14Updated last month
- Inspiring the Next Generation of Segment Anything Models: Comprehensively Evaluate SAM and SAM 2 with Diverse Prompts Towards Context-Dep…☆10Updated 4 months ago
- The official implementation for ALOFT (CVPR 2023).☆54Updated last year