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:
- Breaking the SSL-AL Barrier: A Synergistic Semi-Supervised Active Learning Framework for 3D Object Detection☆14Mar 23, 2025Updated last year
- [ICLR'25] Official repo of "PointOBB-v2: Towards Simpler, Faster, and Stronger Single Point Supervised Oriented Object Detection"☆38Mar 27, 2025Updated last year
- [JAG 2024] Code for "Semi-Supervised Object Detection with Uncurated Unlabeled Data for Remote Sensing Images"☆33Dec 12, 2025Updated 10 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
- ☆39May 21, 2024Updated 2 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 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
- [IGARSS 2024] Code for "CLIP-Guided Source-Free Object Detection in Aerial Images"☆28Dec 2, 2024Updated last year
- [TPAMI] Wholly Leveraging Diversified-quality Labels for Weakly-supervised Oriented Object Detection☆12Feb 14, 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 9 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
- ☆28Jul 26, 2026Updated 3 months ago
- ☆24Jun 28, 2025Updated last year
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- The official implementation of MutDet (MutDet: Mutually Optimizing Pre-training for Remote Sensing Object Detection, ECCV 2024).☆24Oct 24, 2024Updated 2 years ago
- About [AAAI 2025] - Universal Domain Adaptive Object Detection via Dual Probabilistic Alignment☆12Feb 10, 2025Updated last year
- [Remote Sensing 2026] Co-Training Vision Language Models for Remote Sensing Multi-task Learning☆41Jul 8, 2026Updated 3 months ago
- This repository contains the code for the paper "Parameter-Efficient Semantic Augmentation for Enhancing Open-Vocabulary Object Detection…☆15Aug 5, 2026Updated 3 months ago
- Time series change detection dataset for paper "COUD: Continual Urbanization Detector for Time Series Building Change Detection"☆13Dec 5, 2024Updated last year
- Official code of the paper "Few-Shot Object Detection via Variational Feature Aggregation" (AAAI 2023)☆107Feb 17, 2023Updated 3 years ago
- [TGRS 2025] Code for "PointSAM: Pointly-Supervised Segment Anything Model for Remote Sensing Images"☆76Nov 4, 2025Updated last year
- ☆10Jan 13, 2024Updated 2 years ago
- [ICLR'26] Point2RBox-v3: Self-Bootstrapping from Point Annotations via Integrated Pseudo-Label Refinement and Utilization☆13Aug 19, 2026Updated 2 months ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- ☆55Dec 23, 2024Updated last year
- [ICCV 2025] Adapting Vehicle Detectors for Aerial Imagery to Unseen Domains with Weak Supervision☆14Dec 1, 2025Updated 11 months ago
- [CVPR'25] Official repo of "Point2RBox-v2：Rethinking Point-supervised Oriented Object Detection with Spatial Layout Among Instances"☆46Aug 3, 2026Updated 3 months ago
- A curated list of papers that study learning with noisy labels.☆21Jan 22, 2024Updated 2 years ago
- [CVPR'24] PointOBB: Learning Oriented Object Detection via Single Point Supervision☆77Jan 24, 2025Updated last year
- Source code for "Large Self-Supervised Models Bridge the Gap in Domain Adaptive Object Detection"☆61May 18, 2025Updated last year
- [IGARSS 2025 Oral] A Simple Aerial Detection Baseline of Multimodal Language Models.☆93Feb 12, 2026Updated 8 months ago
- When Pixel Difference Patterns Meet ViT: PiDiViT for Few-Shot Object Detection☆19Nov 3, 2025Updated last year
- The code for “Multiscale Object Contrastive Learning–Derived Few-Shot Object Detection in VHR imagery”☆15Jun 12, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- 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
- ☆16Sep 25, 2025Updated last year
- Hybrid-Anchor Rotation Detector for Oriented Object Detection (ICCV'25)☆19Aug 11, 2025Updated last year
- ☆19Dec 31, 2022Updated 3 years ago
- Learning Remote Sensing Object Detection with Single Point Supervision☆18Dec 18, 2023Updated 2 years ago
- The pytorch implementation of LoME☆13Nov 6, 2024Updated 2 years ago
- [TPAMI 2025] Generalized Semantic Contrastive Learning via Embedding Side Information for Few-Shot Object Detection☆59Jul 1, 2025Updated last year