Dataset profile
EPIC-KITCHENS-100
EPIC-KITCHENS-100 captures unscripted cooking and kitchen activities from head-mounted cameras. It is useful for egocentric action recognition, anticipation, hand-object interaction, and procedure understanding.
Overview
EPIC-KITCHENS-100 captures unscripted cooking and kitchen activities from head-mounted cameras. It is useful for egocentric action recognition, anticipation, hand-object interaction, and procedure understanding.
What's included
- First-person RGB videos
- Narrations and temporal action annotations
- Action recognition, detection, anticipation, and retrieval benchmark files
Tasks / activities
Modalities
Collection methodology
Camera wearers recorded unscripted activities in their own kitchens over multiple days while narrating actions.
Potential applications
- Egocentric action recognition
- Action anticipation
- Hand-object interaction
- Procedure segmentation
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.
EPIC-KITCHENS resources are governed by the original publisher terms and licenses.
Limitations / opportunities for custom data
Teams needing care workflows, mobility assistance, facility operations, or professional healthcare demonstrations need collection beyond kitchen-only ADL data.
Need data beyond this benchmark?