datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
concept_coverage_laion_6m
📦 Freeze-Align Dataset
The Freeze-Align Dataset (concept_coverage_laion_6m) is a curated collection of high-quality image-text pairs designed to facilitate efficient multimodal alignment using frozen unimodal encoders. This dataset supports the research presented in our CVPR 2025 paper, "Harnessing Frozen Unimodal Encoders for Flexible Multimodal Alignment", enabling models to achieve CLIP-level performance with significantly reduced computational resources.
The dataset is… See the full description on the dataset page: https://huggingface.co/datasets/mayug/concept_coverage_laion_6m.africa-synth-governance-national-id-coverage-all
African National ID Coverage | Africa (World Bank)
Size category: 10K<n<100K - Formats: csv - Sector: education - Engineered by Electric Sheep Africa
TL;DR
This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.
What This Dataset Covers
Education datasets help researchers study access… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-synth-governance-national-id-coverage-all.modis-snow-coverage
Description
This is a set of images taken by the MODIS sensor in the year 2013.
For each folder the dataset contain:
Modimlab_date_reproj2.tif: Fused image. 7 bands at 250m
Cloud_date_reproj2.tif: Cloud mask (1: cloud, 0: no cloud)
Wholesnow_ date_reproj2.tif: Fractional snow cover obtained by MODImLAB
Ndsi_date_reproj.tif: Fractional snow fraction based on NDSI
Spot_degrade_date.mat: Fractional snow cover based on Spot acquisitions at the same date and resampled to 250m… See the full description on the dataset page: https://huggingface.co/datasets/remote-sensing-ense3-grenoble-inp/modis-snow-coverage.Indoor_Coverage_Predictiont4-v1-30-full-coverage-20251107-135950sentinel_3_snow_coverage
Description
This dataset contains a temporal series for the snow coverage in the French Alps, taken at different dates with the Sentinel-3 satellite platform.
05/01/2020: 05_01_20.tiff
09/04/2020: 09_04_20.tiff
09/05/2020: 09_05_20.tiff
and their truecolor version:
05/01/2020: TC_05_01_20.tiff
09/04/2020: TC_09_04_20.tiff
09/05/2020: TC_09_05_20.tiff
nlcd-tree-canopy-coverage
NLCD 2023 Tree Canopy Cover (COG)
This dataset hosts a Cloud-Optimized GeoTIFF (COG) version of the NLCD 2023 Tree Canopy Cover dataset for the conterminous United States.
The source data are from the U.S. Geological Survey (USGS) National Land Cover Database (NLCD) 2023.The GeoTIFF was reprocessed and converted to a Cloud-Optimized GeoTIFF using GDAL.
Source: https://www.mrlc.gov/dataTool used: GDALLicense: Public Domain (U.S. Government Work) – CC0 1.0
Attribution:
U.S.… See the full description on the dataset page: https://huggingface.co/datasets/jrdn-sentosa/nlcd-tree-canopy-coverage.