datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
hls-hail-and-wind-damage-events
hls-hail-and-wind-damage-events
HLS satellite imagery chips paired with hail/wind damage masks.
data/chips/hls/, data/chips/label/ — chipped GeoTIFFs
data/full/hls/, data/full/label/ — full, unchipped event GeoTIFFs
metadata.parquet — per-chip manifest (paths, event id, split)
SPLITS/{train,val,test}.txt — split assignment (event-level)
statistics.json — per-band normalization stats
hail_and_wind_damage_chips
HWDS-Multimodal
Dataset Summary
The hail and wind damage swath database spans a 21-year climatology (2000–2020) — for full details see hwds_db.
Chips & Labels
Chips are generated from a buffered region around each damage polygon sourced from hwds_db. The buffer ensures the dataset includes chips with no damage.
HLS
RTC
Resolution
30m
30m
Size
256 × 256 px
256 × 256 px
Format
GeoTIFF
GeoTIFF
Bands
B, G, R, N, SW1, SW2
VV, VH
Units
Scaled… See the full description on the dataset page: https://huggingface.co/datasets/wbhorn/hail_and_wind_damage_chips.