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SurgLaVi Data (Beta)

Surgical Laparoscopic Video dataset (beta release). Raw surgical videos scraped from public sources (e.g. YouTube), with metadata and transcriptions.

Structure

.
├── videos/                  # 6,729 MP4 surgical videos (~833 GB)
├── transcriptions.zip       # Per-video transcription files (~111 MB)
├── surglavi_beta.db         # SQLite metadata database (~120 MB)
└── download.log             # Source download log (yt-dlp)

Files

  • videos/ — 6,729 raw .mp4 surgical videos. File names are the source video IDs.
  • transcriptions.zip — directory transcriptions/<video_id>/ containing ASR transcription outputs per video.
  • surglavi_beta.db — SQLite database with tables:
    • videos (6,812 rows): video_id, title, name, url, runtime, year, fps, duration
    • levels (3 rows): level_id, level_name, description
    • captions (175,641 rows): caption_id, video_id, video_name, level_id, raw_narration, start_time, end_time, duration
    • transcriptions (21,780 rows): transcription_id, video_id, video_name, file_type, file_path, text
  • download.log — yt-dlp download log used to fetch the videos.

Notes

  • Data is a beta release and may change without notice.
  • Videos are sourced from public URLs; check the license/terms of the original sources before redistribution or commercial use.
  • A subset of videos may be age-restricted or unavailable on the original platform.
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