datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
eurosatRedistributed without modification from https://github.com/phelber/EuroSAT.
EuroSAT100 is a subset of EuroSATallBands containing only 100 images. It is intended for tutorials and demonstrations, not for benchmarking.
EuroSAT_RGB
EuroSAT RGB
EUROSAT RGB is the RGB version of the EUROSAT dataset based on Sentinel-2 satellite images covering 13 spectral bands and consisting of 10 classes with 27000 labeled and geo-referenced samples.
Paper: https://arxiv.org/abs/1709.00029
Homepage: https://github.com/phelber/EuroSAT
Description
The EuroSAT dataset is a comprehensive land cover classification dataset that focuses on images taken by the ESA Sentinel-2 satellite. It contains a total of 27… See the full description on the dataset page: https://huggingface.co/datasets/blanchon/EuroSAT_RGB.eurosat-rgb
EuroSat (RGB)
Description
A dataset based on Sentinel-2 satellite images covering 13 spectral bands and consisting of 10 classes with 27000 labeled and geo-referenced samples. This is the RGB version of the dataset with visible bands encoded as JPEG images.
The dataset does not have any default splits. Train, validation, and test splits were based on these definitions here… See the full description on the dataset page: https://huggingface.co/datasets/timm/eurosat-rgb.wds_vtab-eurosateurosat-embedEuroSAT_MSI
EuroSAT MSI
EUROSAT is a classification dataset based on Sentinel-2 satellite images covering 13 spectral bands and consisting of 10 classes with 27000 labeled and geo-referenced samples.
Paper: https://arxiv.org/abs/1709.00029
Homepage: https://github.com/phelber/EuroSAT
Description
The EuroSAT dataset is a comprehensive land cover classification dataset that focuses on images taken by the ESA Sentinel-2 satellite. It contains a total of 27,000 images, each… See the full description on the dataset page: https://huggingface.co/datasets/blanchon/EuroSAT_MSI.EuroSatEuroSAT_RGB
EuroSAT RGB
Dataset Description
EuroSAT is a dataset for land use and land cover (LULC) classification using Sentinel-2 satellite imagery. This version contains the RGB (visible spectrum) bands encoded as JPEG images at 64x64 pixel resolution.
The dataset covers 10 land use/land cover classes across 27,000 geo-referenced images from 34 European countries.
Source: https://zenodo.org/records/7711810
DOI: 10.5281/zenodo.7711810
License: MIT
Paper: EuroSAT: A Novel Dataset… See the full description on the dataset page: https://huggingface.co/datasets/giswqs/EuroSAT_RGB.eurosat-rgb
EuroSat (RGB)
Description
A dataset based on Sentinel-2 satellite images covering 13 spectral bands and consisting of 10 classes with 27000 labeled and geo-referenced samples. This is the RGB version of the dataset with visible bands encoded as JPEG images.
The dataset does not have any default splits. Train, validation, and test splits were based on these definitions here… See the full description on the dataset page: https://huggingface.co/datasets/mteb/eurosat-rgb.EuroSAT_MS
EuroSAT Multispectral (All 13 Sentinel-2 Bands)
Dataset Description
EuroSAT is a dataset for land use and land cover (LULC) classification using Sentinel-2 satellite imagery. This version contains all 13 Sentinel-2 spectral bands stored as uint16 arrays at 64x64 pixel resolution.
The dataset covers 10 land use/land cover classes across 26,998 geo-referenced images from 34 European countries.
Source: https://zenodo.org/records/7711810
DOI: 10.5281/zenodo.7711810
License:… See the full description on the dataset page: https://huggingface.co/datasets/giswqs/EuroSAT_MS.eurosat-lance
EuroSAT (Lance Format)
A Lance-formatted version of EuroSAT, the canonical Sentinel-2 RGB land-cover benchmark, sourced from blanchon/EuroSAT_RGB. Each row is a single 64×64 RGB tile with its integer class id, the human-readable class name, and a cosine-normalized OpenCLIP image embedding — all stored inline and available directly from the Hub at hf://datasets/lance-format/eurosat-lance/data.
Key features
Inline JPEG bytes in the image column — no sidecar TIF folders… See the full description on the dataset page: https://huggingface.co/datasets/lance-format/eurosat-lance.wds_vtab-eurosat_test
dSprites EuroSAT (Test set only)
Original paper: EuroSAT: A Novel Dataset and Deep Learning Benchmark for Land Use and Land Cover Classification
Homepage: https://github.com/phelber/EuroSAT
Bibtex:
@article{helber2019eurosat,
title={Eurosat: A novel dataset and deep learning benchmark for land use and land cover classification},
author={Helber, Patrick and Bischke, Benjamin and Dengel, Andreas and Borth, Damian},
journal={IEEE Journal of Selected Topics in Applied Earth… See the full description on the dataset page: https://huggingface.co/datasets/djghosh/wds_vtab-eurosat_test.EuroSat_LULC_classification
Eurosat Lulc Classification
This dataset provides multispectral satellite imagery capturing diverse land use and land cover patterns across European landscapes. The real-world images, collected from satellite platforms, offer a comprehensive resource for training and evaluating computer vision models in environmental monitoring and land cover analysis. The dataset contains 27,000 images across 10 classes: AnnualCrop, Forest, HerbaceousVegetation, Highway, Industrial, Pasture… See the full description on the dataset page: https://huggingface.co/datasets/Project-AgML/EuroSat_LULC_classification.EuroSATHoldOutSplitsEuroSAT_RGB
EuroSAT RGB
EUROSAT RGB is the RGB version of the EUROSAT dataset based on Sentinel-2 satellite images covering 13 spectral bands and consisting of 10 classes with 27000 labeled and geo-referenced samples.
Paper: https://arxiv.org/abs/1709.00029
Homepage: https://github.com/phelber/EuroSAT
Description
The EuroSAT dataset is a comprehensive land cover classification dataset that focuses on images taken by the ESA Sentinel-2 satellite. It contains a total of 27… See the full description on the dataset page: https://huggingface.co/datasets/ebader/EuroSAT_RGB.EuroSAT**Homepage:** https://github.com/phelber/EuroSAT
**IMPORTANT NOTES**
- This HF dataset downloads the RGB images of the EuroSAT dataset: https://zenodo.org/record/7711810#.ZAm3k-zMKEA; i.e., the EuroSAT_RGB.zipeurosateurosat-leurosat-4shot-b2nwds_eurosatEuroSAT-InstructCaptions-Testeurosat-16shot-b2n-attributeeurosat-16shot-b2neurosat-custom-captions-5keurosat-4shot-fewshoteurosat-4shot-b2neurosat-16shot-fewshotEuroSAT_RGB_Ceurosat-4shot-fewshoteurosat-16shot-b2n-conf