SSL4EO-S12: a large-scale dataset for self-supervised learning in Earth observation
☆299Apr 20, 2024Updated 2 years ago
Alternatives and similar repositories for SSL4EO-S12
Users that are interested in SSL4EO-S12 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code for Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities☆204Jul 22, 2026Updated 3 weeks ago
- seasonal-contrast is a ServiceNow Research project that was started at Element AI.☆184Jul 25, 2024Updated 2 years ago
- Official code repository for NeurIPS 2022 paper "SatMAE: Pretraining Transformers for Temporal and Multi-Spectral Satellite Imagery"☆261Aug 10, 2025Updated last year
- ☆281Mar 27, 2026Updated 4 months ago
- ☆79Nov 1, 2023Updated 2 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.
- GEO-Bench: Toward Foundation Models for Earth Monitoring☆195Jul 16, 2025Updated last year
- Codes for the benchmark experiments in the paper "Self-supervised Learning in Remote Sensing: A Review"☆38Feb 24, 2023Updated 3 years ago
- Lightweight, Pre-trained Transformers for Remote Sensing Timeseries☆278Jun 10, 2026Updated 2 months ago
- ☆1,921May 7, 2026Updated 3 months ago
- ☆44Feb 22, 2024Updated 2 years ago
- Officail Repo for the EarthNets Platform. https://ieeexplore.ieee.org/abstract/document/10731951☆99Jun 13, 2025Updated last year
- PyTorch implementation of SatCLIP☆373Jun 12, 2026Updated 2 months ago
- ☆60Apr 2, 2024Updated 2 years ago
- Towards a Unified Copernicus Foundation Model for Earth Vision☆147Oct 2, 2025Updated 10 months ago
- 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.
- ☆245Jun 30, 2024Updated 2 years ago
- Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision Workshop 2022 …☆93Jan 23, 2023Updated 3 years ago
- TorchGeo: datasets, samplers, transforms, and pre-trained models for geospatial data☆4,143Updated this week
- Project directory for self-supervised training of multi-spectral optical and SAR vision transformers!☆75Nov 3, 2022Updated 3 years ago
- A tool for developing remote sensing datasets and models.☆91Updated this week
- Repo for testing foundation models☆57Feb 6, 2026Updated 6 months ago
- ☆10Dec 12, 2023Updated 2 years ago
- The official repo for [TGRS'22] "Advancing Plain Vision Transformer Towards Remote Sensing Foundation Model"☆467Feb 24, 2025Updated last year
- ☆47Aug 1, 2023Updated 3 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.
- Self-supervised vision transformers for joint SAR-optical representation learning☆32Oct 8, 2023Updated 2 years ago
- PyTorch implementation of popular datasets and models in remote sensing☆411May 7, 2023Updated 3 years ago
- This repository provides inference code to compute canopy height maps from aerial images, as described in the paper "Very high resolution…☆360Apr 10, 2025Updated last year
- ☆209Oct 16, 2025Updated 9 months ago
- Make your models invariant to changes in scale.☆170Feb 17, 2024Updated 2 years ago
- Code and data for Kuro Siwo flood mapping dataset☆84Jul 16, 2026Updated 3 weeks ago
- A Python toolkit for fine-tuning Geospatial Foundation Models (GFMs).☆844Updated this week
- Expandable Datasets for Earth Observation☆228Feb 6, 2026Updated 6 months ago
- [ESSD 2025 & IEEE DFC 2025 & CVPRW 2026] Bright: A globally distributed multimodal VHR dataset for all-weather disaster response☆249Jul 21, 2026Updated 3 weeks 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.
- Collection of Remote Sensing Vision-Language Models☆143May 13, 2024Updated 2 years ago
- Code and experiments for the paper, "A Change Detection Reality Check", Corley et al.☆60Apr 16, 2025Updated last year
- ☆23Jan 13, 2026Updated 7 months ago
- RS5M: a large-scale vision language dataset for remote sensing [TGRS]☆314Mar 17, 2025Updated last year
- Earth system foundation model data, training, and eval☆295Updated this week
- Scalable Multi-Temporal Remote Sensing Change Data Generation via Simulating Stochastic Change Process (ICCV 2023)☆69Oct 13, 2023Updated 2 years ago
- This repository contains code to download data for the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial Representati…☆84May 12, 2025Updated last year