Dataset profile
African Actions - Health Domain
African Actions - Health Domain is an egocentric dataset of health-domain activities recorded in Nigeria and paired with fine-grained action-object annotations and multilingual descriptions. It is relevant for embodied AI teams seeking more geographically diverse procedural data.
Overview
African Actions - Health Domain is an egocentric dataset of health-domain activities recorded in Nigeria and paired with fine-grained action-object annotations and multilingual descriptions. It is relevant for embodied AI teams seeking more geographically diverse procedural data.
What's included
- Egocentric MP4 recordings
- JSON annotations with action, object, tool, and secondary object fields
- English plus Igbo, Hausa, or Yoruba natural-language descriptions
Tasks / activities
Modalities
Collection methodology
Health-domain tasks were recorded from a first-person or near-first-person perspective in Nigerian real-world settings and reviewed through a multi-stage quality process.
Potential applications
- Geographically diverse healthcare activity modeling
- Fine-grained action-object recognition
- Multilingual video-language learning
- Embodied procedural understanding
Access & licensing
This is a third-party public/research dataset. We do not own or distribute this dataset. Access and usage are governed by the original publisher's terms.
Access and use are governed by Mozilla Data Collective and the dataset publisher terms.
Limitations / opportunities for custom data
Teams may need greater scale, additional care roles, different geographies, synchronized sensors, or buyer-specific task protocols.
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