zhu-xlab / SSL4EO-S12View external linksLinks
SSL4EO-S12: a large-scale dataset for self-supervised learning in Earth observation
☆282Apr 20, 2024Updated last year
Alternatives and similar repositories for SSL4EO-S12
Users that are interested in SSL4EO-S12 are comparing it to the libraries listed below
Sorting:
- Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities☆171Jun 28, 2025Updated 7 months ago
- seasonal-contrast is a ServiceNow Research project that was started at Element AI.☆180Jul 25, 2024Updated last year
- Official code repository for NeurIPS 2022 paper "SatMAE: Pretraining Transformers for Temporal and Multi-Spectral Satellite Imagery"☆232Aug 10, 2025Updated 6 months ago
- ☆265Sep 24, 2025Updated 4 months ago
- ☆76Nov 1, 2023Updated 2 years ago
- Lightweight, Pre-trained Transformers for Remote Sensing Timeseries☆258Oct 30, 2025Updated 3 months ago
- GEO-Bench: Toward Foundation Models for Earth Monitoring☆173Jul 16, 2025Updated 6 months ago
- Codes for the benchmark experiments in the paper "Self-supervised Learning in Remote Sensing: A Review"☆38Feb 24, 2023Updated 2 years ago
- Officail Repo for the EarthNets Platform. https://ieeexplore.ieee.org/abstract/document/10731951☆97Jun 13, 2025Updated 8 months ago
- ☆40Feb 22, 2024Updated last year
- ☆1,710Aug 6, 2025Updated 6 months ago
- Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision Workshop 2022 …☆92Jan 23, 2023Updated 3 years ago
- Self-supervised vision transformers for joint SAR-optical representation learning☆32Oct 8, 2023Updated 2 years ago
- PyTorch implementation of SatCLIP☆357May 25, 2025Updated 8 months ago
- ☆236Jun 30, 2024Updated last year
- Code and data for Kuro Siwo flood mapping dataset☆72Sep 24, 2025Updated 4 months ago
- PyTorch implementation of popular datasets and models in remote sensing☆405May 7, 2023Updated 2 years ago
- Project directory for self-supervised training of multi-spectral optical and SAR vision transformers!☆73Nov 3, 2022Updated 3 years ago
- This repository provides inference code to compute canopy height maps from aerial images, as described in the paper "Very high resolution…☆330Apr 10, 2025Updated 10 months ago
- A Python toolkit for fine-tuning Geospatial Foundation Models (GFMs).☆727Updated this week
- ☆135Oct 24, 2024Updated last year
- Towards a Unified Copernicus Foundation Model for Earth Vision☆126Oct 2, 2025Updated 4 months ago
- ☆58Apr 2, 2024Updated last year
- TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data☆3,869Updated this week
- Code and experiments for the paper, "A Change Detection Reality Check", Corley et al.☆58Apr 16, 2025Updated 9 months ago
- Make your models invariant to changes in scale.☆159Feb 17, 2024Updated last year
- RS5M: a large-scale vision language dataset for remote sensing [TGRS]☆298Mar 17, 2025Updated 10 months ago
- Scalable Multi-Temporal Remote Sensing Change Data Generation via Simulating Stochastic Change Process (ICCV 2023)☆67Oct 13, 2023Updated 2 years ago
- ☆43Aug 1, 2023Updated 2 years ago
- [arXiv 2024] ChangeAnywhere: Sample generation for remote sensing change detection via semantic latent diffusion model☆28May 27, 2025Updated 8 months ago
- Collection of Remote Sensing Vision-Language Models☆142May 13, 2024Updated last year
- The official repo for [TGRS'22] "Advancing Plain Vision Transformer Towards Remote Sensing Foundation Model"☆462Feb 24, 2025Updated 11 months ago
- Rapid map creation with machine learning and earth observation data.☆79Nov 21, 2024Updated last year
- ☆185Oct 16, 2025Updated 3 months ago
- Hong, D., Zhang, B., Li, X., Li, Y., Li, C., Yao, J., Yokoya, N., Li, H., Ghamisi, P., Jia, X., Plaza, A. and Gamba, P., Benediktsson, J.…☆266Dec 28, 2024Updated last year
- The official repo for [NeurIPS'23] "SAMRS: Scaling-up Remote Sensing Segmentation Dataset with Segment Anything Model"☆372Aug 5, 2024Updated last year
- ☆42Jun 29, 2024Updated last year
- DOFA-CLIP: Multimodal Vision–Language Foundation Models for Earth Observation☆36Jul 30, 2025Updated 6 months ago
- Official repository for "Rethinking Transformers Pre-training for Multi-Spectral Satellite Imagery" (CVPR 2024)☆123Sep 30, 2025Updated 4 months ago