Collection of awesome label-efficient (semi/weakly/few-shot/domain adaptive) object detection methods
☆30Sep 11, 2025Updated 5 months ago
Alternatives and similar repositories for Label-Efficient-Object-Detection-in-Remote-Sensing-Images
Users that are interested in Label-Efficient-Object-Detection-in-Remote-Sensing-Images are comparing it to the libraries listed below
Sorting:
- [JAG 2024] Code for "Semi-Supervised Object Detection with Uncurated Unlabeled Data for Remote Sensing Images"☆33Dec 12, 2025Updated 2 months ago
- [TGRS 2025] Code for "PointSAM: Pointly-Supervised Segment Anything Model for Remote Sensing Images"☆63Nov 4, 2025Updated 4 months ago
- [ICLR'25] Official repo of "PointOBB-v2: Towards Simpler, Faster, and Stronger Single Point Supervised Oriented Object Detection"☆38Mar 27, 2025Updated 11 months ago
- [IJCV] PointOBB-v3: Expanding Performance Boundaries of Single Point-Supervised Oriented Object Detection☆40Sep 25, 2025Updated 5 months ago
- Breaking the SSL-AL Barrier: A Synergistic Semi-Supervised Active Learning Framework for 3D Object Detection☆13Mar 23, 2025Updated 11 months ago
- ☆43Nov 11, 2025Updated 3 months ago
- [IGARSS 2024] Code for "CLIP-Guided Source-Free Object Detection in Aerial Images"☆28Dec 2, 2024Updated last year
- This is the implementation of the paper “PS-TTL: Prototype-based Soft-labels and Test-Time Learning for Few-shot Object Detection” (MM 20…☆25Jan 30, 2026Updated last month
- The official implementation of MutDet (MutDet: Mutually Optimizing Pre-training for Remote Sensing Object Detection, ECCV 2024).☆24Oct 24, 2024Updated last year
- Adaptive Multimodal Learning for Remote Sensing Data Fusion☆13Dec 22, 2024Updated last year
- This is a PyTorch implementation of the paper IDA-SiamNet: Interactive- and Dynamic-Aware Siamese Network for Building Change Detection☆12Aug 21, 2024Updated last year
- Hybrid-Anchor Rotation Detector for Oriented Object Detection (ICCV'25-SEA)☆16Aug 11, 2025Updated 6 months ago
- This is the official repository for paper "Generalization-Enhanced Few-Shot Object Detection in Remote Sensing".☆20Dec 20, 2024Updated last year
- [ICLR'26] OF-Diff: Object Fidelity Diffusion for Remote Sensing Image Generation☆25Feb 6, 2026Updated last month
- Official code of the paper "Few-Shot Object Detection via Variational Feature Aggregation" (AAAI 2023)☆106Feb 17, 2023Updated 3 years ago
- PyTorch implementation for SSLChange Framework☆22Nov 17, 2024Updated last year
- MaDiNet: Mamba Diffusion Network for SAR Target Detection (IEEE TCSVT 2025)☆36Nov 2, 2025Updated 4 months ago
- ☆18Dec 31, 2022Updated 3 years ago
- [IGARSS 2025 Oral] A Simple Aerial Detection Baseline of Multimodal Language Models.☆92Feb 12, 2026Updated 3 weeks ago
- This is official implementation of KCR.☆22Aug 17, 2023Updated 2 years ago
- NTIRE 2025 Challenge on 1-st Cross-Domain Few-Shot Object Detection @ CVPR 2025☆72Apr 21, 2025Updated 10 months ago
- This is the official code implementation for 'What, How, and When Should Object Detectors Update in Continually Changing Test Domains?' p…☆29May 13, 2025Updated 9 months ago
- [TGRS2023] Official implement for PETDet.☆51Feb 24, 2025Updated last year
- [ECCV'24/IJCV'26] Code repo for "Toward Open Vocabulary Aerial Object Detection with CLIP-Activated Student-Teacher Learning"☆74Jan 1, 2026Updated 2 months ago
- ☆30May 21, 2024Updated last year
- ☆77Nov 3, 2024Updated last year
- [CVPR'25] Official repo of "Point2RBox-v2：Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances"☆40Jul 25, 2025Updated 7 months ago
- [ICRA 2024] WLST: Weak Labels Guided Self-training for Weakly-supervised Domain Adaptation on 3D Object Detection☆12Feb 6, 2024Updated 2 years ago
- Code for reproducing the results in our TGRS-2024 paper Few-Shot Object Detection in Remote Sensing Images via Label-Consistent Classifie…☆35Sep 17, 2024Updated last year
- [CVPR'24] PointOBB: Learning Oriented Object Detection via Single Point Supervision☆77Jan 24, 2025Updated last year
- Official implementation for paper 《Open Set Learning for RF-Based Drone Recognition via Signal Semantics》☆31Apr 28, 2025Updated 10 months ago
- ☆10Jul 12, 2022Updated 3 years ago
- Make Large Multimodal Models excel in object detection, ICCV 2025☆63Aug 1, 2025Updated 7 months ago
- [ICCV'25] When Large Vision-Language Model Meets Large Remote Sensing Imagery: Coarse-to-Fine Text-Guided Token Pruning☆47Feb 16, 2026Updated 2 weeks ago
- The official implementations of Noise-Informed Diffusion-Generated Image Detection With Anomaly Attention (TIFS 2025)☆18Jun 23, 2025Updated 8 months ago
- LFSMIM: A Low-Frequency Spectral Masked Image Modeling Method for Hyperspectral Image Classification☆12Mar 7, 2024Updated 2 years ago
- [ICCV 2025] TurboTrain: Towards Efficient and Balanced Multi-Task Learning for Multi-Agent Perception and Prediction.☆16Jan 31, 2026Updated last month
- MFAE-YOLO is an object detection method for aerial remote sensing images☆15Jan 27, 2026Updated last month
- Implementation of paper - RepVGG-GELAN: ENHANCED GELAN WITH VGG-STYLE CONVNETS FOR BRAIN TUMOR DETECTION☆10Jul 19, 2025Updated 7 months ago