zhu-xlab / SSL4EO-S12Links
SSL4EO-S12: a large-scale dataset for self-supervised learning in Earth observation
☆228Updated 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☆134Updated last month
- Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision Workshop 2022 …☆86Updated 2 years ago
- Official code repository for NeurIPS 2022 paper "SatMAE: Pretraining Transformers for Temporal and Multi-Spectral Satellite Imagery"☆193Updated 8 months ago
- ☆240Updated 8 months ago
- seasonal-contrast is a ServiceNow Research project that was started at Element AI.☆171Updated 10 months ago
- Towards Robust Evaluation for Geospatial Foundation Models☆193Updated last week
- ☆112Updated 7 months ago
- Code and models for efficient training on the BigEarthNet dataset for Land Use Land Cover classification☆64Updated 2 years 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
- Lightweight, Pre-trained Transformers for Remote Sensing Timeseries☆224Updated last week
- Semantic segmentation from multi-source optical data (baseline for the FLAIR#2 challenge)☆76Updated 10 months ago
- PyTorch implementation of U-TAE and PaPs for satellite image time series panoptic segmentation.☆163Updated 9 months ago
- Make your models invariant to changes in scale.☆142Updated last year
- ☆227Updated 9 months ago
- This repository contains details of the release of the Prithvi-EO-2.0 foundation model.☆111Updated 3 months ago
- Deep learning models for remote sensing applications☆182Updated last year
- GEO-Bench: Toward Foundation Models for Earth Monitoring☆128Updated 6 months ago
- ☆71Updated last year
- Repository for SEN12MS related codes and utilities☆113Updated 10 months ago
- This page presents a list of satellite imagery datasets with a temporal dimension, mainly satellite image time series (SITS) and satellit…☆286Updated 3 weeks ago
- Open source remote sensing dataset with benchmarks☆193Updated last year
- An open-source benchmark framework for evaluating state-of-the-art deep learning approaches for image classification in Earth Observation…☆83Updated last year
- ☆45Updated 2 months ago
- official repository to share data and code of our study "FUSING MULTI-MODAL DATA FOR SUPERVISED CHANGE DETECTION" accepted and published …☆88Updated 2 years ago
- Sen4AgriNet: A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning☆99Updated 6 months ago
- ☆139Updated last month
- ☆278Updated 6 months ago
- Supplementary material for our paper "THERE IS NO DATA LIKE MORE DATA" is provided.☆351Updated last year
- Project directory for self-supervised training of multi-spectral optical and SAR vision transformers!☆70Updated 2 years ago
- ☆202Updated 3 years ago