datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
ppe-benchmark-eval
PPE Benchmark Eval Set (v1)
A held-out, human-verified benchmark for evaluating vision-language models on
personal protective equipment (PPE) detection — specifically hardhat and
safety-vest presence — framed as a VQA-style classification task.
What this is
96 images, balanced 24/24/24/24 across the four hardhat × vest combinations
(yes/yes, yes/no, no/yes, no/no). Sourced from a forked, filtered subset of
the karabuk-university PPE dataset
on Roboflow Universe… See the full description on the dataset page: https://huggingface.co/datasets/khadijah00/ppe-benchmark-eval.PPE-Global
PPE-Global
Version 1.1 — changes from v1.0 (GIFT woodiness re-fetched against every species; observer-disjoint split_observer added; every other table identical) are itemised in PROVENANCE.md §6–7.
A global plant-phenology dataset built from iNaturalist research-grade observations.
Metadata only — imagery is referenced by photo_id and fetched from the public
inaturalist-open-data S3 bucket (see Images below).
Extends its predecessor Pheno3M/PPE (3,573,640 observations, 6,825… See the full description on the dataset page: https://huggingface.co/datasets/dcher95/PPE-Global.