datasets
Training and evaluation data, with the modality, task and licence stated up front. Listed live from the Hugging Face Hub.
online-shoppers-intentioncyclist-intention-2d-keypoints
Cyclist Behavior 2D Keypoints V5
Version 2.0.0 is a complete replacement of the earlier intersection release. It contains
de-identified cyclist skeleton scene clips for bus-stop/road behavior prediction.
Summary
32 participants, 559 scene clips, 99,734 frames
33 two-dimensional pose landmarks (66 coordinates)
Stage1 labels: head look, upper-limb rotation, and pedaling intervals
Stage2 labels: straight, yield, and overtake
canonical Fold 1 participant-disjoint… See the full description on the dataset page: https://huggingface.co/datasets/Kheyro/cyclist-intention-2d-keypoints.autonomous-driving-intention-field-extraction-v0.1What this dataset tests
Whether a system can infer agent intentions
from context cues in complex driving scenes.
This is not trajectory prediction.
It is intention inference.
Required outputs
agent_id
inferred_intention
intention_confidence
time_horizon_s
alternative_intentions
stability_score
Scoring conventions
confidence and stability range 0 to 1
time horizon is seconds into the near future
Use case
Layer one of Intention Field and Social Coherence Maps.
This enables… See the full description on the dataset page: https://huggingface.co/datasets/ClarusC64/autonomous-driving-intention-field-extraction-v0.1.victims-of-intentional-homicide-for-african-countries
Victims of Intentional Homicide for African Countries | Africa (World Health Organization)
Size category: n<1K - Formats: csv - Sector: health - 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
Health datasets help… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/victims-of-intentional-homicide-for-african-countries.africa-owid-share-of-people-who-report-having-intentions-to-start-business
Share Of People Who Report Having Intentions To Start Business | Africa (Our World in Data) | Africa (World Health Organization)
Size category: 1K<n<10K - Formats: parquet - Sector: economics_finance - 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.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-owid-share-of-people-who-report-having-intentions-to-start-business.africa-unsdg-number-of-victims-of-intentional-homicide-per-100-000-p-vc-ihr-psrc
Africa Unsdg Number of Victims of Intentional Homicide Per 100-000 P Vc Ihr Psrc | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: parquet - Sector: governance_security - 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.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-unsdg-number-of-victims-of-intentional-homicide-per-100-000-p-vc-ihr-psrc.africa-unsdg-number-of-victims-of-intentional-homicide-by-sex-number-vc-ihr-psrcn
Africa Unsdg Number of Victims of Intentional Homicide by Sex Number Vc Ihr Psrcn | Africa (Electric Sheep Africa metadata inventory)
Size category: n<1K - Formats: parquet - Sector: governance_security - 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.… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/africa-unsdg-number-of-victims-of-intentional-homicide-by-sex-number-vc-ihr-psrcn.europe-unsdg-number-of-victims-of-intentional-homicide-per-100-000-p-vc-ihr-psrceurope-unsdg-number-of-victims-of-intentional-homicide-by-sex-number-vc-ihr-psrcnasia-unsdg-number-of-victims-of-intentional-homicide-per-100-000-p-vc-ihr-psrcasia-unsdg-number-of-victims-of-intentional-homicide-by-sex-number-vc-ihr-psrcn