zhu-xlab / SSL4EO-S12Links
SSL4EO-S12: a large-scale dataset for self-supervised learning in Earth observation
☆237Updated 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☆139Updated 2 weeks ago
- Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision Workshop 2022 …☆88Updated 2 years ago
- Towards Robust Evaluation for Geospatial Foundation Models☆205Updated last week
- ☆243Updated 9 months ago
- seasonal-contrast is a ServiceNow Research project that was started at Element AI.☆172Updated 11 months ago
- Official code repository for NeurIPS 2022 paper "SatMAE: Pretraining Transformers for Temporal and Multi-Spectral Satellite Imagery"☆198Updated 10 months ago
- PyTorch implementation of U-TAE and PaPs for satellite image time series panoptic segmentation.☆167Updated 10 months ago
- Semantic segmentation from multi-source optical data (baseline for the FLAIR#2 challenge)☆78Updated last year
- ☆231Updated 10 months ago
- This page presents a list of satellite imagery datasets with a temporal dimension, mainly satellite image time series (SITS) and satellit…☆290Updated last month
- Deep learning models for remote sensing applications☆188Updated last year
- This repository contains details of the release of the Prithvi-EO-2.0 foundation model.☆118Updated 5 months ago
- Open source remote sensing dataset with benchmarks☆197Updated last year
- Repository for SEN12MS related codes and utilities☆114Updated 11 months ago
- Make your models invariant to changes in scale.☆148Updated last year
- GEO-Bench: Toward Foundation Models for Earth Monitoring☆137Updated 7 months ago
- ☆158Updated 3 months ago
- Lightweight, Pre-trained Transformers for Remote Sensing Timeseries☆237Updated last week
- An open-source benchmark framework for evaluating state-of-the-art deep learning approaches for image classification in Earth Observation…☆84Updated last year
- A list of datasets aiming to enable Artificial Intelligence applications that use Copernicus data.☆172Updated last year
- ☆114Updated 8 months ago
- This repository contains code to reproduce the experiments in the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial R…☆57Updated 3 weeks ago
- Code and models for efficient training on the BigEarthNet dataset for Land Use Land Cover classification☆67Updated 2 years ago
- ☆195Updated 4 years ago
- ☆202Updated 3 years ago
- Code and data for Kuro Siwo flood mapping dataset☆63Updated 3 months ago
- Satellite cloud removal with Deep Image Prior.☆67Updated 11 months ago
- Officail Repo for the EarthNets Platform. https://ieeexplore.ieee.org/abstract/document/10731951☆91Updated last month
- ☆48Updated 4 months ago
- This repository contains code to download data for the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial Representati…☆69Updated 2 months ago