Skip to main content

Datasets

Standard Dataset

EuroSAT-SAR

Citation Author(s):
Yi Wang
Hugo Hernández Hernández
Conrad M Albrecht
Xiao Xiang Zhu
Submitted by:
Yi Wang
Last updated:
DOI:
10.21227/q820-h314
Research Article Link:
No Ratings Yet

Abstract

The EuroSAT-SAR dataset is a SAR version of the EuroSAT dataset. We matched each Sentinel-2 image in EuroSAT with one Sentinel-1 patch according to the geospatial coordinates, ending up with 27,000 dual-pol Sentinel-1 SAR images divided in 10 classes. The EuroSAT-SAR dataset was collected as one downstream task in the work FG-MAE to serve as a CIFAR-like, clean, balanced ML-ready dataset for remote sensing SAR image recognition.

Instructions:

The EuroSAT-SAR dataset has the same file structure as EuroSAT, with 10 folders each containing 2500-3000 Sentinel-1 dual-pol GRD images as geotif files.