Collection of awesome label-efficient (semi/weakly/few-shot/domain adaptive) object detection methods
☆34Sep 11, 2025Updated 9 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. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Semantic-decoupled Spatial Partition Guided Point-supervised Oriented Object Detection☆13Updated this week
- [JAG 2024] Code for "Semi-Supervised Object Detection with Uncurated Unlabeled Data for Remote Sensing Images"☆33Dec 12, 2025Updated 6 months ago
- [TGRS 2025] Code for "PointSAM: Pointly-Supervised Segment Anything Model for Remote Sensing Images"☆70Nov 4, 2025Updated 8 months ago
- This is the implementation of the paper “PS-TTL: Prototype-based Soft-labels and Test-Time Learning for Few-shot Object Detection” (MM 20…☆29Jan 30, 2026Updated 5 months ago
- [ICLR'25] Official repo of "PointOBB-v2: Towards Simpler, Faster, and Stronger Single Point Supervised Oriented Object Detection"☆38Mar 27, 2025Updated last year
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- [IGARSS 2024] Code for "CLIP-Guided Source-Free Object Detection in Aerial Images"☆28Dec 2, 2024Updated last year
- The official implementation of MutDet (MutDet: Mutually Optimizing Pre-training for Remote Sensing Object Detection, ECCV 2024).☆24Oct 24, 2024Updated last year
- ☆61Jun 24, 2026Updated last week
- [IJCV] PointOBB-v3: Expanding Performance Boundaries of Single Point-Supervised Oriented Object Detection☆42Sep 25, 2025Updated 9 months ago
- Official code of the paper "Few-Shot Object Detection via Variational Feature Aggregation" (AAAI 2023)☆104Feb 17, 2023Updated 3 years ago
- [ICLR'26] OF-Diff: Object Fidelity Diffusion for Remote Sensing Image Generation☆37Feb 6, 2026Updated 5 months ago
- Hybrid-Anchor Rotation Detector for Oriented Object Detection (ICCV'25)☆18Aug 11, 2025Updated 10 months ago
- 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
- ☆19Dec 31, 2022Updated 3 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- This is the official code implementation for 'What, How, and When Should Object Detectors Update in Continually Changing Test Domains?' p…☆31May 13, 2025Updated last year
- PyTorch implementation for SSLChange Framework☆25Nov 17, 2024Updated last year
- Adaptive Multimodal Learning for Remote Sensing Data Fusion☆13Dec 22, 2024Updated last year
- MaDiNet: Mamba Diffusion Network for SAR Target Detection (IEEE TCSVT 2025)☆43Jun 30, 2026Updated last week
- Make Large Multimodal Models excel in object detection, ICCV 2025☆65Aug 1, 2025Updated 11 months ago
- NTIRE 2025 Challenge on 1-st Cross-Domain Few-Shot Object Detection @ CVPR 2025☆77Apr 21, 2025Updated last year
- This is official implementation of KCR.☆22Aug 17, 2023Updated 2 years ago
- [TGRS2023] Official implement for PETDet.☆53Feb 24, 2025Updated last year
- ☆84Nov 3, 2024Updated last year
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- [CVPR'25] Official repo of "Point2RBox-v2：Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances"☆43Apr 18, 2026Updated 2 months ago
- Code for reproducing the results in our TGRS-2024 paper Few-Shot Object Detection in Remote Sensing Images via Label-Consistent Classifie…☆42Sep 17, 2024Updated last year
- ☆12Mar 13, 2025Updated last year
- ☆14Feb 21, 2024Updated 2 years ago
- The official implementation of paper "Physics Guided Detector for SAR Airplanes"☆25Aug 22, 2025Updated 10 months ago
- official implementation of "Re-scoring using image-language similarity for few-shot object detection" CVIU, April 2024☆21Apr 22, 2024Updated 2 years ago
- ☆54Dec 23, 2024Updated last year
- [ECCV'24/IJCV'26] Code repo for "Toward Open Vocabulary Aerial Object Detection with CLIP-Activated Student-Teacher Learning"☆84Mar 15, 2026Updated 3 months ago
- This is the official repository for paper "Generalization-Enhanced Few-Shot Object Detection in Remote Sensing".☆21Dec 20, 2024Updated last year
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- [TPAMI 2025] Generalized Semantic Contrastive Learning via Embedding Side Information for Few-Shot Object Detection☆56Jul 1, 2025Updated last year
- [ICLR'23] PyTorch Implementation for H2RBox☆105Feb 14, 2023Updated 3 years ago
- ☆35May 21, 2024Updated 2 years ago
- ☆11Mar 10, 2020Updated 6 years ago
- STURM-Flood dataset repository☆25Apr 12, 2025Updated last year
- Official implementation of "Taming the Tail in Class-Conditional GANs: Knowledge Sharing via Unconditional Training at Lower Resolutions"…☆13Jun 16, 2024Updated 2 years ago
- The official implementation of paper "Unified Self-Supervised Learning Framework for Remote Sensing Images".☆103Oct 26, 2024Updated last year