zhu-xlab / SSL4EO-S12Links
SSL4EO-S12: a large-scale dataset for self-supervised learning in Earth observation
☆241Updated 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☆145Updated last month
- Code repository for "Self-supervised Vision Transformers for Land-cover Segmentation and Classification", CVPR EarthVision Workshop 2022 …☆88Updated 2 years ago
- ☆243Updated 10 months ago
- Official code repository for NeurIPS 2022 paper "SatMAE: Pretraining Transformers for Temporal and Multi-Spectral Satellite Imagery"☆202Updated 10 months ago
- GEO-Bench: Toward Foundation Models for Earth Monitoring☆140Updated 3 weeks ago
- seasonal-contrast is a ServiceNow Research project that was started at Element AI.☆173Updated last year
- Towards Robust Evaluation for Geospatial Foundation Models☆212Updated 3 weeks ago
- Semantic segmentation from multi-source optical data (baseline for the FLAIR#2 challenge)☆79Updated last week
- PyTorch implementation of U-TAE and PaPs for satellite image time series panoptic segmentation.☆170Updated 11 months ago
- Code and models for efficient training on the BigEarthNet dataset for Land Use Land Cover classification☆67Updated 2 years ago
- ☆116Updated 9 months ago
- Deep learning models for remote sensing applications☆190Updated last year
- This repository contains details of the release of the Prithvi-EO-2.0 foundation model.☆123Updated 5 months ago
- This repository contains code to reproduce the experiments in the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial R…☆58Updated last month
- Open source remote sensing dataset with benchmarks☆200Updated last year
- ☆51Updated 4 months ago
- Lightweight, Pre-trained Transformers for Remote Sensing Timeseries☆238Updated 3 weeks ago
- Code and data for Kuro Siwo flood mapping dataset☆63Updated 4 months ago
- ☆232Updated 11 months ago
- This page presents a list of satellite imagery datasets with a temporal dimension, mainly satellite image time series (SITS) and satellit…☆294Updated last month
- ☆196Updated 4 years ago
- Repo for testing foundation models☆56Updated last year
- Repository for SEN12MS related codes and utilities☆115Updated last year
- Make your models invariant to changes in scale.☆150Updated last year
- Sen4AgriNet: A Sentinel-2 multi-year, multi-country benchmark dataset for crop classification and segmentation with deep learning☆100Updated 9 months ago
- ☆160Updated 4 months ago
- ☆202Updated 3 years ago
- This repo contains codes, scripts, documents, etc, that are deliverables and helpers for the synthetic satellite imagery project from Mic…☆27Updated last year
- This repository contains code to download data for the preprint "MMEarth: Exploring Multi-Modal Pretext Tasks For Geospatial Representati…☆76Updated 2 months ago
- ☆72Updated last year