Collection of awesome label-efficient (semi/weakly/few-shot/domain adaptive) object detection methods
☆34Sep 11, 2025Updated last year
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:
- [ICLR'25] Official repo of "PointOBB-v2: Towards Simpler, Faster, and Stronger Single Point Supervised Oriented Object Detection"☆38Mar 27, 2025Updated last year
- ☆36May 21, 2024Updated 2 years ago
- Breaking the SSL-AL Barrier: A Synergistic Semi-Supervised Active Learning Framework for 3D Object Detection☆14Mar 23, 2025Updated last year
- This is the official repository for paper "Generalization-Enhanced Few-Shot Object Detection in Remote Sensing".☆21Dec 20, 2024Updated last year
- Semantic-decoupled Spatial Partition Guided Point-supervised Oriented Object Detection☆13Jul 7, 2026Updated 3 months ago
- 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.
- ☆23Jul 26, 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…☆45Sep 17, 2024Updated 2 years ago
- [IJCV] PointOBB-v3: Expanding Performance Boundaries of Single Point-Supervised Oriented Object Detection☆44Sep 25, 2025Updated 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…☆30Jan 30, 2026Updated 8 months ago
- [CVPR'24] Point2RBox: Combine Knowledge from Synthetic Visual Patterns for End-to-end Oriented Object Detection with Single Point Supervi…☆36Sep 13, 2024Updated 2 years ago
- ☆23Jun 28, 2025Updated last year
- AI for remote sensing, remote sense, object detection, oriented object detection, computer vision, cv☆160Oct 6, 2026Updated last week
- [IGARSS 2024] Code for "CLIP-Guided Source-Free Object Detection in Aerial Images"☆28Dec 2, 2024Updated last year
- Official code of the paper "Few-Shot Object Detection via Variational Feature Aggregation" (AAAI 2023)☆107Feb 17, 2023Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [TGRS 2025] Code for "PointSAM: Pointly-Supervised Segment Anything Model for Remote Sensing Images"☆74Nov 4, 2025Updated 11 months ago
- [CVPR'24] PointOBB: Learning Oriented Object Detection via Single Point Supervision☆78Jan 24, 2025Updated last year
- Source code for "Large Self-Supervised Models Bridge the Gap in Domain Adaptive Object Detection"☆60May 18, 2025Updated last year
- Hybrid-Anchor Rotation Detector for Oriented Object Detection (ICCV'25)☆19Aug 11, 2025Updated last year
- This is a PyTorch implementation of the paper IDA-SiamNet: Interactive- and Dynamic-Aware Siamese Network for Building Change Detection☆13Aug 21, 2024Updated 2 years ago
- [TPAMI] Oriented object detection on STAR dataset.☆90Feb 3, 2025Updated last year
- ☆55Dec 23, 2024Updated last year
- ☆16Sep 25, 2025Updated last year
- PyTorch implementation of Multi-Perspective Data Augmentation for Few-shot Object Detection☆24Apr 15, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- [TPAMI 2025] Generalized Semantic Contrastive Learning via Embedding Side Information for Few-Shot Object Detection☆59Jul 1, 2025Updated last year
- Learning Remote Sensing Object Detection with Single Point Supervision☆18Dec 18, 2023Updated 2 years ago
- [IGARSS 2025 Oral] A Simple Aerial Detection Baseline of Multimodal Language Models.☆93Feb 12, 2026Updated 8 months ago
- ☆19Dec 31, 2022Updated 3 years ago
- HSIC-based Moving WeightAveraging for Few-Shot Open-Set Object Detection (ACM MM'23)☆39Feb 23, 2024Updated 2 years ago
- [CVPR 2023] CMT: Contrastive Mean Teacher for Domain Adaptive Object Detectors☆51Sep 11, 2023Updated 3 years ago
- This is the implementation of the paper "Test-Time Adaptive Object Detection with Foundation Model" (Neurips 2025)☆23Jan 30, 2026Updated 8 months ago
- This is unsupervised domaina adaptation object detection based on adversarial learning Implementation via mmdetection framework☆16Jan 13, 2024Updated 2 years ago
- Adaptive Multimodal Learning for Remote Sensing Data Fusion☆14Dec 22, 2024Updated last year
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Make Large Multimodal Models excel in object detection, ICCV 2025☆65Aug 1, 2025Updated last year
- [ECCV'24/IJCV'26] Code repo for "Toward Open Vocabulary Aerial Object Detection with CLIP-Activated Student-Teacher Learning"☆86Mar 15, 2026Updated 7 months ago
- [Remote Sensing 2026] Co-Training Vision Language Models for Remote Sensing Multi-task Learning☆41Jul 8, 2026Updated 3 months ago
- Code for "Simplifying Source-Free Domain Adaptation for Object Detection: Effective Self-Training Strategies and Performance Insights" (E…☆30Nov 27, 2024Updated last year
- This is official implementation of KCR.☆22Aug 17, 2023Updated 3 years ago
- The official implementation of paper "Physics Guided Detector for SAR Airplanes"☆26Aug 22, 2025Updated last year
- [ICCV 2025] Hybrid-TTA: Continual Test-time Adaptation via Dynamic Domain Shift Detection☆17Jan 14, 2026Updated 9 months ago