List of reference,algorithms, applications in SSL in RS (contribution are welcome)
☆18May 1, 2023Updated 3 years ago
Alternatives and similar repositories for Awesome-Self-Supervised-Learning-for-Remote-Sensing
Users that are interested in Awesome-Self-Supervised-Learning-for-Remote-Sensing are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- ☆15Jan 16, 2026Updated 9 months ago
- Resources for the GRSS IADF School 2023: Label-efficient Deep Learning in Remote Sensing☆12Sep 12, 2023Updated 3 years ago
- Reference implementation of SegForestNet☆21Sep 2, 2025Updated last year
- a method based on contrastive learning for remote sensing scene change detection☆11Feb 21, 2024Updated 2 years ago
- A python tool to perform deep learning experiments on multimodal remote sensing data.☆11Sep 13, 2021Updated 5 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- [NIPS'23] Official Code of the paper "Cross-Scale MAE: A Tale of Multi-Scale Exploitation in Remote Sensing"☆56Jan 15, 2024Updated 2 years ago
- UGRoadUpd: An unchanged-guided road updating framework based on remotely sensed imagery☆12Mar 15, 2023Updated 3 years ago
- Qingdao UAV-borne HSI (QUH) dataset for precise land cover classification.☆32Sep 26, 2023Updated 3 years ago
- Implementation for "Change Event Dataset for Discovery from Spatio-temporal Remote Sensing Imagery"☆17Aug 9, 2022Updated 4 years ago
- High-Resolution Google Earth Image Cloud Detection Dataset☆14Dec 21, 2023Updated 2 years ago
- Here are the codes for the "WetMapFormer: A unified deep CNN and vision transformer for complex wetland mapping" paper.☆23May 19, 2023Updated 3 years ago
- [AAAI 2024] M3SOT: Multi-frame, Multi-field, Multi-space 3D Single Object Tracking☆16Apr 29, 2024Updated 2 years ago
- ☆12Apr 16, 2024Updated 2 years ago
- CSANet: Cross-Temporal Interaction Symmetric Attention Network for Hyperspectral Image Change Detection☆12Sep 13, 2022Updated 4 years ago
- 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.
- [ISPRS 2024] LoveNAS: Towards Multi-Scene Land-Cover Mapping via Hierarchical Searching Adaptive Network☆34Dec 1, 2024Updated last year
- [TNNLS 2023] Overcoming the Barrier of Incompleteness: A Hyperspectral Image Classification Full Model☆17Jun 14, 2023Updated 3 years ago
- EarthMiss: A multimodal (Optical/SAR) land-cover dataset across 13 global cities + MetaRS code for missing-modality mapping.☆21Nov 26, 2025Updated 10 months ago
- Forked repo for ml4processing. Future updates on https://github.com/jjeongin/creative-machine☆14Jul 11, 2022Updated 4 years ago
- Repo for testing foundation models☆57Feb 6, 2026Updated 8 months ago
- A unsupervised change detection framework based on contrastive learning.☆21Jan 12, 2026Updated 9 months ago
- Code for "Change Detection from Synthetic Aperture Radar Images via Graph-Based Knowledge Supplement Network", IEEE JSTARS 2022☆31May 12, 2022Updated 4 years ago
- Seg2Map is an interactive web map app for geospatial image segmentation using deep learning☆14Oct 6, 2023Updated 3 years ago
- Performs a faster tensor train (TT) decomposition for large sparse data☆14Sep 7, 2020Updated 6 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- ☆19Oct 9, 2024Updated 2 years ago
- cuSTSG is a GPU-enabled spatial-temporal Savitzky-Golay (STSG) program based on the Compute Unified Device Architecture (CUDA). Firstly, …☆16Jul 20, 2022Updated 4 years ago
- fine-grained urban green space (UGS) maps of 31 major cities in China☆31May 15, 2023Updated 3 years ago
- Manage, search, and download Earth Observation data with Φ-down from Copernicus missions with ease and efficiency.☆105Sep 2, 2026Updated last month
- ISPRS第一技术委员会多模态遥感应用算法智能解译大赛-变化检测赛道解决方案☆20Jun 29, 2025Updated last year
- Resources for the IGARSS 2024 Tutorial "Data-Efficient Deep Learning for EO"☆10Jul 5, 2024Updated 2 years ago
- Official implementation of Self-Supervised Material and Texture Representation Learning for Remote Sensing Tasks☆21Jun 29, 2022Updated 4 years ago
- ☆21Oct 12, 2022Updated 4 years ago
- OpenDPR: Open-Vocabulary Change Detection via Vision-Centric Diffusion-Guided Prototype Retrieval for Remote Sensing Imagery☆36Jun 30, 2026Updated 3 months ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- IDET: Iterative Difference-Enhanced Transformers for High-Quality ChangeDetection☆26Nov 26, 2024Updated last year
- Implements RNNPool and SoftPool for CNNs.☆14Jan 29, 2021Updated 5 years ago
- Presentation at KCS 2023, "Quantum Denoising Diffusion Probabilistic Models for Image Generation"☆17Mar 15, 2025Updated last year
- Cross-Sensor Masked Autoencoder for Content Based Image Retrieval in Remote Sensing☆28Dec 18, 2024Updated last year
- MCTGCL: Mixed CNN-Transformer for Mars Hyperspectral Image Classification With Graph Contrastive Learning, TGRS, 2025☆30Feb 26, 2025Updated last year
- AIRS-2025赛道二：「星际矿脉」火星矿物高光谱分类挑战赛☆14May 7, 2025Updated last year
- Self-Pair: Synthesizing Changes from Single Source for Object Change Detection in Remote Sensing Imagery (official)☆26Dec 23, 2022Updated 3 years ago