datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
geospatialPACE-Water-QualityWHU-Building-Dataset
WHU Building Dataset
The WHU Building Dataset is a widely-used benchmark for building extraction from high-resolution aerial imagery. It contains aerial images at 0.3m resolution with pixel-level binary building masks.
Dataset Description
Property
Value
Resolution
0.3m ground sampling distance
Tile Size
512 x 512 pixels
Channels
3 (RGB)
Classes
2 (Background=0, Building=255)
Format
PNG
Splits
Split
Images
Masks… See the full description on the dataset page: https://huggingface.co/datasets/giswqs/WHU-Building-Dataset.NASA-OPERAEuroSAT_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.open-gis-raster-cog-datasetss2-water-dataset
Earth Surface Water Dataset (Sentinel-2)
A dataset for training deep learning models to detect surface water from
Sentinel-2 satellite imagery.
Dataset Structure
├── tra_scene/ # 64 training Sentinel-2 scenes (6-band GeoTIFF, uint16)
├── tra_truth/ # 64 training ground truth masks (binary GeoTIFF, uint8)
├── val_scene/ # 31 validation Sentinel-2 scenes
└── val_truth/ # 31 validation ground truth masks
Sentinel-2 Bands
The 6 bands included are:… See the full description on the dataset page: https://huggingface.co/datasets/giswqs/s2-water-dataset.VLM-GIST
Dataset Card for VLM-GIST
Supplementary material of: Leveraging Vision-Language Models for Open-Vocabulary Instance Segmentation and Tracking by Bastian Pätzold, Jan Nogga and Sven Behnke. IEEE Robotics and Automation Letters (RA-L). 2025.
This is a FiftyOne dataset with 64 samples, thoroughly annotated with unique and semantically rich descriptions, as well as bounding boxes and segmentation masks for all visible object instances.
Installation
If you haven't already… See the full description on the dataset page: https://huggingface.co/datasets/ptzld/VLM-GIST.world-gis-hdScienceQA
Dataset Card Creation Guide
Dataset Summary
Learn to Explain: Multimodal Reasoning via Thought Chains for Science Question Answering
Supported Tasks and Leaderboards
Multi-modal Multiple Choice
Languages
English
Dataset Structure
Data Instances
Explore more samples here.
{'image': Image,
'question': 'Which of these states is farthest north?',
'choices': ['West Virginia', 'Louisiana', 'Arizona', 'Oklahoma'],
'answer': 0… See the full description on the dataset page: https://huggingface.co/datasets/Gisiyuan/ScienceQA.cartolegend-rc8-gis
CartoLegend RC8 GIS outputs
Visual RC docs ·
RC4-Modern release ·
Source citations
This repository contains GIS data, not model weights.
12 public USGS map sheets are provided as matching GeoJSON and GeoPackage files in data/.
8,734 proposed map-unit polygons
577 map-text points
12 sheet neatlines
EPSG:4326 / longitude-latitude
Two real examples
Public source scan
Saved overlay
Frederick · 10,250 × 14,537 source pixels
2,743 contours in the… See the full description on the dataset page: https://huggingface.co/datasets/LockNToad/cartolegend-rc8-gis.RinkoQAhcitqaimagesJNCLE_datajncel_datatestdataproduct_try
Dataset Card for "product_try"
More Information needed
cn_productproducts
Dataset Card for "products"
More Information needed
k-viscuit-translatedopendata-demodummyGIS_2026gispkjncel38jncel39nva_desukoOrtofotongispk2