EPIC-KITCHENS-100: 37,455 Extracted Kitchen Activity Video Clips

37,455 video clips extracted from the EPIC-KITCHENS-100 dataset, comprising the extension not included in EPIC-KITCHENS-55. The clips are stored as MP4 files, organized by participant and narration ID, and have been downscaled and compressed. The dataset was created by lightly-ai and last updated on Hugging Face in March 2026.

Use Cases

• Train action recognition models based on video clips of narrated kitchen activities.
• Benchmark video understanding algorithms based on the EPIC-KITCHENS dataset extension.
• Conduct research on egocentric vision based on first-person kitchen scene videos.
• Develop models for temporal segmentation based on clips extracted from longer narrated videos.

Strengths

• 37,455 video clips provide a substantial collection for model training.
• Clips are downscaled and compressed, potentially reducing storage and processing requirements.
• Organized by participant and narration ID, which may facilitate structured access.

Limitations

• Column-level documentation is absent; field semantics must be inferred after download.
• Row count is unknown, which may limit suitability assessment.
• Description metadata is limited; actual data quality requires manual inspection after download.

Provenance

Source

lightly-ai on Hugging Face, derived from the EPIC-KITCHENS-100 dataset.

Collection Method

Extracted from videos in the EPIC-KITCHENS-100 dataset, specifically the extension part not in EPIC-KITCHENS-55.

Time Range

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Freshness

Last updated 2026-03-10 16:07:35; freshness should be verified.

Geography

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