Datasets:

kfkas
/

epic-kitchens-100-causal

license: cc-by-nc-4.0
task_categories:
  - video-classification
language:
  - en
tags:
  - streaming
  - egocentric-video
  - temporal-boundary-detection

EPIC-KITCHENS-100 Causal

This metadata-only dataset converts EPIC-KITCHENS-100 action starts into causal 2 FPS scheduler labels over non-overlapping 10-second windows. Official validation videos are deterministically divided into validation and test by video ID, so windows from one video never cross evaluation splits.

Videos are not redistributed. Download them with the official downloader, then create local windows with:

uv run scripts/prepare_epic_kitchens_clips.py \
  --full-video-root data/epic_kitchens_100/full_videos

The source annotations and videos retain the EPIC-KITCHENS-100 CC BY-NC 4.0 license.