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Initial upload: egocentric activity sample dataset with Ego4D-style annotations

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README.md ADDED
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+ ---
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+ license: cc-by-4.0
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+ task_categories:
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+ - video-classification
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+ - visual-question-answering
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+ - text-generation
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+ language:
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+ - en
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+ tags:
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+ - egocentric
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+ - ego4d
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+ - first-person-video
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+ - activity-recognition
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+ - narrations
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+ - temporal-localization
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+ - hands-and-objects
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+ size_categories:
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+ - n<1K
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+ pretty_name: Egocentric Activity Sample Dataset
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+ ---
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+
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+ # Egocentric Activity Sample Dataset
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+
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+ A small-scale egocentric (first-person) video dataset with **Ego4D-style annotations**, designed for quick prototyping and experimentation with egocentric video understanding tasks.
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+
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+ ## Dataset Summary
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+
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+ | Metric | Value |
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+ |--------|-------|
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+ | **Video clips** | 19 |
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+ | **Total duration** | ~9.5 minutes |
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+ | **Resolution** | 960x540 (540p) |
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+ | **FPS** | 30 |
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+ | **Narrations** | 99 |
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+ | **NLQ queries** | 57 |
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+ | **Moment annotations** | 19 |
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+ | **FHO actions** | 57 |
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+ | **Total size** | ~54 MB |
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+
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+ ## Activities Covered
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+
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+ | Scenario | Activities | Clips |
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+ |----------|-----------|-------|
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+ | **Object Manipulation** | Pick & place, reorient & place, bimanual manipulation | 10 |
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+ | **Cleaning** | Organizing bathroom, tidying bedroom | 6 |
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+ | **Cooking** | Washing dishes at the sink | 3 |
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+
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+ ## Dataset Structure
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+
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+ ```
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+ ├── videos/ # 19 egocentric video clips (30s each, 540p, h264)
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+ │ ├── ego_pick_place_01.mp4
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+ │ ├── ego_washing_dishes_01.mp4
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+ │ └── ...
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+ ├── annotations/
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+ │ ├── metadata.json # Video metadata (UIDs, duration, resolution, scenarios)
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+ │ ├── narrations.json # Dense temporal narrations (Ego4D narration format)
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+ │ ├── nlq.json # Natural Language Queries (Ego4D NLQ format)
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+ │ ├── moments.json # Temporal activity moments (Ego4D moments format)
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+ │ ├── fho_actions.json # Forecasting Hands & Objects actions (Ego4D FHO format)
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+ │ └── taxonomy.json # Activity/verb/noun taxonomy
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+ └── metadata.csv # Flat CSV for HuggingFace datasets library
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+ ```
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+
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+ ## Annotation Formats
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+
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+ All annotations follow the [Ego4D v2 annotation schema](https://ego4d-data.org/docs/data/annotations-schemas/).
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+
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+ ### Narrations
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+ Dense temporal narrations using `#C` (camera wearer) and `#O` (other person) tags:
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+ ```json
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+ {
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+ "timestamp_sec": 8.0,
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+ "narration_text": "#C C applies soap to the sponge",
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+ "is_camera_wearer": true
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+ }
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+ ```
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+
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+ ### Natural Language Queries (NLQ)
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+ Temporal grounding queries with response windows:
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+ ```json
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+ {
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+ "query": "What dish did I wash?",
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+ "clip_start_sec": 1.0,
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+ "clip_end_sec": 24.0
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+ }
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+ ```
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+
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+ ### Moments
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+ Temporal activity localization labels:
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+ ```json
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+ {
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+ "label": "wash_dishes_/_utensils_/_bakeware_etc.",
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+ "start_time": 1.0,
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+ "end_time": 28.0
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+ }
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+ ```
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+
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+ ### FHO Actions
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+ Hands & objects interaction annotations with critical frames:
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+ ```json
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+ {
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+ "structured_verb": "scrub",
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+ "structured_noun": "dish",
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+ "critical_frames": {
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+ "pre_frame": {"sec": 11.5},
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+ "contact_frame": {"sec": 13.0},
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+ "pnr_frame": {"sec": 12.7},
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+ "post_frame": {"sec": 14.5}
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+ }
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+ }
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+ ```
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+
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+ ## Usage
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+
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+ ### With HuggingFace Datasets
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+ ```python
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+ from datasets import load_dataset
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+ ds = load_dataset("WhissleAI/egocentric-activity-sample")
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+ ```
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+
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+ ### Direct JSON Loading
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+ ```python
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+ import json
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+ with open("annotations/narrations.json") as f:
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+ narrations = json.load(f)
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+ for video in narrations["videos"]:
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+ for n in video["narrations"]:
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+ print(f"[{n['timestamp_sec']:.1f}s] {n['narration_text']}")
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+ ```
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+
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+ ## Sources
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+
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+ Video clips are derived from publicly available egocentric video datasets:
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+ - [HoyerChou/EgocentricVideos](https://huggingface.co/datasets/HoyerChou/EgocentricVideos) — pick-place, reorient, bimanual manipulation
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+ - [TrainThemAI/POV-Egocentric-Video-Robotics-FHD-Samples](https://huggingface.co/datasets/TrainThemAI/POV-Egocentric-Video-Robotics-FHD-Samples) — household activities
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+
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+ All videos downscaled to 540p and trimmed to 30-second clips.
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+
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+ ## License
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+
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+ CC-BY-4.0 — see source datasets for their respective licenses.
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+
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+ ## Citation
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+
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+ If you use this dataset, please cite the original Ego4D paper for the annotation format:
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+
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+ ```bibtex
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+ @inproceedings{grauman2022ego4d,
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+ title={Ego4d: Around the world in 3,000 hours of egocentric video},
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+ author={Grauman, Kristen and others},
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+ booktitle={CVPR},
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+ year={2022}
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+ }
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+ ```
annotations/fho_actions.json ADDED
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304
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305
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306
+ },
307
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308
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309
+ },
310
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311
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312
+ },
313
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314
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315
+ }
316
+ }
317
+ },
318
+ {
319
+ "uid": "7d110ca7-832f-4ff6-abb6-4b98bafddf23",
320
+ "video_uid": "c29ff360-e9ed-5559-b41f-97d2120a20c6",
321
+ "clip_uid": "b5bdfb49-a82f-5c8d-8e02-9e6de8db9bc0",
322
+ "narration_text": "#C C places the object",
323
+ "structured_verb": "place",
324
+ "structured_noun": "object",
325
+ "start_sec": 13.5,
326
+ "end_sec": 16.5,
327
+ "critical_frames": {
328
+ "pre_frame": {
329
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330
+ },
331
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332
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333
+ },
334
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335
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336
+ },
337
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338
+ "sec": 16.5
339
+ }
340
+ }
341
+ },
342
+ {
343
+ "uid": "182ff1a3-cbba-4bb8-85ef-6fb6c5b8713c",
344
+ "video_uid": "c29ff360-e9ed-5559-b41f-97d2120a20c6",
345
+ "clip_uid": "b5bdfb49-a82f-5c8d-8e02-9e6de8db9bc0",
346
+ "narration_text": "#C C flips the object",
347
+ "structured_verb": "flip",
348
+ "structured_noun": "object",
349
+ "start_sec": 13.5,
350
+ "end_sec": 16.5,
351
+ "critical_frames": {
352
+ "pre_frame": {
353
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354
+ },
355
+ "contact_frame": {
356
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357
+ },
358
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359
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360
+ },
361
+ "post_frame": {
362
+ "sec": 16.5
363
+ }
364
+ }
365
+ },
366
+ {
367
+ "uid": "d1a6694b-d75d-4b3f-b0be-06cc589fc7a1",
368
+ "video_uid": "a96ea72a-5654-5756-8553-a94613ab162c",
369
+ "clip_uid": "58270289-1883-54bc-80d0-5caf7817b019",
370
+ "narration_text": "#C C rotates the object",
371
+ "structured_verb": "rotate",
372
+ "structured_noun": "object",
373
+ "start_sec": 14.5,
374
+ "end_sec": 17.5,
375
+ "critical_frames": {
376
+ "pre_frame": {
377
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378
+ },
379
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380
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381
+ },
382
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383
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384
+ },
385
+ "post_frame": {
386
+ "sec": 17.5
387
+ }
388
+ }
389
+ },
390
+ {
391
+ "uid": "cad537b6-3b78-4517-8316-1aca9bce3408",
392
+ "video_uid": "a96ea72a-5654-5756-8553-a94613ab162c",
393
+ "clip_uid": "58270289-1883-54bc-80d0-5caf7817b019",
394
+ "narration_text": "#C C places the object",
395
+ "structured_verb": "place",
396
+ "structured_noun": "object",
397
+ "start_sec": 14.5,
398
+ "end_sec": 17.5,
399
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400
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401
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402
+ },
403
+ "contact_frame": {
404
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405
+ },
406
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407
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408
+ },
409
+ "post_frame": {
410
+ "sec": 17.5
411
+ }
412
+ }
413
+ },
414
+ {
415
+ "uid": "bfec045f-412b-4976-95c5-f319f136f3c0",
416
+ "video_uid": "a96ea72a-5654-5756-8553-a94613ab162c",
417
+ "clip_uid": "58270289-1883-54bc-80d0-5caf7817b019",
418
+ "narration_text": "#C C flips the object",
419
+ "structured_verb": "flip",
420
+ "structured_noun": "object",
421
+ "start_sec": 14.5,
422
+ "end_sec": 17.5,
423
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424
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425
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426
+ },
427
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428
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429
+ },
430
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431
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432
+ },
433
+ "post_frame": {
434
+ "sec": 17.5
435
+ }
436
+ }
437
+ },
438
+ {
439
+ "uid": "c59a47f6-d66a-459f-9685-2ea5417d8b45",
440
+ "video_uid": "52e2eef9-b432-57a3-a0e3-0b85d344f586",
441
+ "clip_uid": "e7eabcf1-3a63-56b8-b489-3d10afc66696",
442
+ "narration_text": "#C C rotates the object",
443
+ "structured_verb": "rotate",
444
+ "structured_noun": "object",
445
+ "start_sec": 11.5,
446
+ "end_sec": 14.5,
447
+ "critical_frames": {
448
+ "pre_frame": {
449
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450
+ },
451
+ "contact_frame": {
452
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453
+ },
454
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455
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456
+ },
457
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458
+ "sec": 14.5
459
+ }
460
+ }
461
+ },
462
+ {
463
+ "uid": "a72c1197-06cd-46da-a599-1b738d034b43",
464
+ "video_uid": "52e2eef9-b432-57a3-a0e3-0b85d344f586",
465
+ "clip_uid": "e7eabcf1-3a63-56b8-b489-3d10afc66696",
466
+ "narration_text": "#C C places the object",
467
+ "structured_verb": "place",
468
+ "structured_noun": "object",
469
+ "start_sec": 11.5,
470
+ "end_sec": 14.5,
471
+ "critical_frames": {
472
+ "pre_frame": {
473
+ "sec": 11.5
474
+ },
475
+ "contact_frame": {
476
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477
+ },
478
+ "pnr_frame": {
479
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480
+ },
481
+ "post_frame": {
482
+ "sec": 14.5
483
+ }
484
+ }
485
+ },
486
+ {
487
+ "uid": "4420ec4c-c8f6-4ba4-a2b3-988b3773f84c",
488
+ "video_uid": "52e2eef9-b432-57a3-a0e3-0b85d344f586",
489
+ "clip_uid": "e7eabcf1-3a63-56b8-b489-3d10afc66696",
490
+ "narration_text": "#C C flips the object",
491
+ "structured_verb": "flip",
492
+ "structured_noun": "object",
493
+ "start_sec": 11.5,
494
+ "end_sec": 14.5,
495
+ "critical_frames": {
496
+ "pre_frame": {
497
+ "sec": 11.5
498
+ },
499
+ "contact_frame": {
500
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501
+ },
502
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503
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504
+ },
505
+ "post_frame": {
506
+ "sec": 14.5
507
+ }
508
+ }
509
+ },
510
+ {
511
+ "uid": "dddaaa87-b617-4e93-a649-a7b122345a44",
512
+ "video_uid": "83398eef-68e0-53c7-b692-85367e00ec67",
513
+ "clip_uid": "a3bce4ba-ad50-5d57-97b9-6db3ae31bf1c",
514
+ "narration_text": "#C C grasps the object",
515
+ "structured_verb": "grasp",
516
+ "structured_noun": "object",
517
+ "start_sec": 12.5,
518
+ "end_sec": 15.5,
519
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520
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521
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522
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523
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524
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525
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526
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527
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528
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529
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530
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+ }
532
+ }
533
+ },
534
+ {
535
+ "uid": "ed5fcd02-b7b9-4331-920b-1796c1af8ffe",
536
+ "video_uid": "83398eef-68e0-53c7-b692-85367e00ec67",
537
+ "clip_uid": "a3bce4ba-ad50-5d57-97b9-6db3ae31bf1c",
538
+ "narration_text": "#C C lifts the object",
539
+ "structured_verb": "lift",
540
+ "structured_noun": "object",
541
+ "start_sec": 12.5,
542
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543
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545
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547
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548
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549
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550
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553
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555
+ }
556
+ }
557
+ },
558
+ {
559
+ "uid": "d3ff0556-ea6c-469a-b4ce-89f5bb35d096",
560
+ "video_uid": "83398eef-68e0-53c7-b692-85367e00ec67",
561
+ "clip_uid": "a3bce4ba-ad50-5d57-97b9-6db3ae31bf1c",
562
+ "narration_text": "#C C places the object",
563
+ "structured_verb": "place",
564
+ "structured_noun": "object",
565
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566
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567
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568
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569
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570
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571
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572
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573
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574
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575
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576
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577
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578
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579
+ }
580
+ }
581
+ },
582
+ {
583
+ "uid": "ac735484-51a5-4710-a82e-512993a81787",
584
+ "video_uid": "3ca004a4-9a05-5ff2-ab32-4f1724ef585a",
585
+ "clip_uid": "4bdd5765-4210-5826-8982-79f0f7dcae89",
586
+ "narration_text": "#C C grasps the object",
587
+ "structured_verb": "grasp",
588
+ "structured_noun": "object",
589
+ "start_sec": 14.5,
590
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591
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592
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593
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594
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595
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596
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597
+ },
598
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599
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600
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601
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602
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603
+ }
604
+ }
605
+ },
606
+ {
607
+ "uid": "c4739a47-f840-40e0-bc75-a9be45291ea5",
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+ "video_uid": "3ca004a4-9a05-5ff2-ab32-4f1724ef585a",
609
+ "clip_uid": "4bdd5765-4210-5826-8982-79f0f7dcae89",
610
+ "narration_text": "#C C lifts the object",
611
+ "structured_verb": "lift",
612
+ "structured_noun": "object",
613
+ "start_sec": 14.5,
614
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615
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619
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620
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621
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622
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624
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625
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+ }
628
+ }
629
+ },
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+ {
631
+ "uid": "7e673c73-cb3b-40b4-adc4-36403a6953b2",
632
+ "video_uid": "3ca004a4-9a05-5ff2-ab32-4f1724ef585a",
633
+ "clip_uid": "4bdd5765-4210-5826-8982-79f0f7dcae89",
634
+ "narration_text": "#C C places the object",
635
+ "structured_verb": "place",
636
+ "structured_noun": "object",
637
+ "start_sec": 14.5,
638
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639
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641
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642
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643
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644
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645
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646
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648
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649
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650
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651
+ }
652
+ }
653
+ },
654
+ {
655
+ "uid": "57ba9bff-5348-4fda-b7d7-060234506664",
656
+ "video_uid": "5e05bb65-9f45-5edd-854a-45dbcc54c255",
657
+ "clip_uid": "2e983e65-510b-5981-beb1-7c5e202eaf55",
658
+ "narration_text": "#C C grasps the object",
659
+ "structured_verb": "grasp",
660
+ "structured_noun": "object",
661
+ "start_sec": 13.5,
662
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663
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664
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667
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668
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669
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670
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672
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673
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675
+ }
676
+ }
677
+ },
678
+ {
679
+ "uid": "4be49ff2-e66a-4b6b-a5b5-cc8f02c68975",
680
+ "video_uid": "5e05bb65-9f45-5edd-854a-45dbcc54c255",
681
+ "clip_uid": "2e983e65-510b-5981-beb1-7c5e202eaf55",
682
+ "narration_text": "#C C lifts the object",
683
+ "structured_verb": "lift",
684
+ "structured_noun": "object",
685
+ "start_sec": 13.5,
686
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687
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689
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690
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691
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697
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699
+ }
700
+ }
701
+ },
702
+ {
703
+ "uid": "70db21f2-a724-4576-be11-b77c100002ac",
704
+ "video_uid": "5e05bb65-9f45-5edd-854a-45dbcc54c255",
705
+ "clip_uid": "2e983e65-510b-5981-beb1-7c5e202eaf55",
706
+ "narration_text": "#C C places the object",
707
+ "structured_verb": "place",
708
+ "structured_noun": "object",
709
+ "start_sec": 13.5,
710
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711
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714
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715
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717
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718
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720
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721
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+ }
724
+ }
725
+ },
726
+ {
727
+ "uid": "16958626-32c7-488e-b2d7-42221b4f30cd",
728
+ "video_uid": "c162ee59-b9dc-574f-9e89-0dcc2123159f",
729
+ "clip_uid": "e854b6af-e1af-5eb1-8e21-16b5e34a5a03",
730
+ "narration_text": "#C C pick ups the bottle",
731
+ "structured_verb": "pick up",
732
+ "structured_noun": "bottle",
733
+ "start_sec": 13.5,
734
+ "end_sec": 16.5,
735
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736
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737
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738
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739
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742
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745
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+ }
748
+ }
749
+ },
750
+ {
751
+ "uid": "5fbaee11-9a85-4404-973d-921e8b4d0880",
752
+ "video_uid": "c162ee59-b9dc-574f-9e89-0dcc2123159f",
753
+ "clip_uid": "e854b6af-e1af-5eb1-8e21-16b5e34a5a03",
754
+ "narration_text": "#C C places the bottle",
755
+ "structured_verb": "place",
756
+ "structured_noun": "bottle",
757
+ "start_sec": 13.5,
758
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759
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761
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762
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763
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765
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766
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768
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769
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+ }
772
+ }
773
+ },
774
+ {
775
+ "uid": "aa15cf13-5160-4cf6-8a5b-83e279e75a05",
776
+ "video_uid": "c162ee59-b9dc-574f-9e89-0dcc2123159f",
777
+ "clip_uid": "e854b6af-e1af-5eb1-8e21-16b5e34a5a03",
778
+ "narration_text": "#C C wipes the counter",
779
+ "structured_verb": "wipe",
780
+ "structured_noun": "counter",
781
+ "start_sec": 13.5,
782
+ "end_sec": 16.5,
783
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786
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787
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790
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+ }
796
+ }
797
+ },
798
+ {
799
+ "uid": "66ae7b61-8c69-4ab5-856f-077e63359281",
800
+ "video_uid": "263f777e-3350-55a6-a6e3-10227c788aca",
801
+ "clip_uid": "6900fe3a-6f96-5332-9808-5a43dce21b4c",
802
+ "narration_text": "#C C pick ups the bottle",
803
+ "structured_verb": "pick up",
804
+ "structured_noun": "bottle",
805
+ "start_sec": 12.5,
806
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807
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810
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811
+ "contact_frame": {
812
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813
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814
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816
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817
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+ }
820
+ }
821
+ },
822
+ {
823
+ "uid": "3c97cb22-ed9e-4df9-8cd8-b66e31dfd805",
824
+ "video_uid": "263f777e-3350-55a6-a6e3-10227c788aca",
825
+ "clip_uid": "6900fe3a-6f96-5332-9808-5a43dce21b4c",
826
+ "narration_text": "#C C places the bottle",
827
+ "structured_verb": "place",
828
+ "structured_noun": "bottle",
829
+ "start_sec": 12.5,
830
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831
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834
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835
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837
+ },
838
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840
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841
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+ }
844
+ }
845
+ },
846
+ {
847
+ "uid": "f6fab28d-9ea0-4b06-aee2-05c51dbd74af",
848
+ "video_uid": "263f777e-3350-55a6-a6e3-10227c788aca",
849
+ "clip_uid": "6900fe3a-6f96-5332-9808-5a43dce21b4c",
850
+ "narration_text": "#C C wipes the counter",
851
+ "structured_verb": "wipe",
852
+ "structured_noun": "counter",
853
+ "start_sec": 12.5,
854
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855
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858
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859
+ "contact_frame": {
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861
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862
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864
+ },
865
+ "post_frame": {
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+ },
215
+ {
216
+ "video_uid": "c29ff360-e9ed-5559-b41f-97d2120a20c6",
217
+ "narrations": [
218
+ {
219
+ "annotation_uid": "9cd26891-7754-4b71-a8b9-97caefa64d36",
220
+ "video_uid": "c29ff360-e9ed-5559-b41f-97d2120a20c6",
221
+ "clip_uid": "b5bdfb49-a82f-5c8d-8e02-9e6de8db9bc0",
222
+ "timestamp_sec": 2.0,
223
+ "timestamp_frame": 60,
224
+ "narration_text": "#C C picks up the object",
225
+ "is_camera_wearer": true
226
+ },
227
+ {
228
+ "annotation_uid": "dd9742f8-7f26-49f5-b8a3-9a6139909fdc",
229
+ "video_uid": "c29ff360-e9ed-5559-b41f-97d2120a20c6",
230
+ "clip_uid": "b5bdfb49-a82f-5c8d-8e02-9e6de8db9bc0",
231
+ "timestamp_sec": 8.0,
232
+ "timestamp_frame": 240,
233
+ "narration_text": "#C C rotates the object in hand",
234
+ "is_camera_wearer": true
235
+ },
236
+ {
237
+ "annotation_uid": "431397b0-fdf8-46f8-9c7b-b145f4651d6c",
238
+ "video_uid": "c29ff360-e9ed-5559-b41f-97d2120a20c6",
239
+ "clip_uid": "b5bdfb49-a82f-5c8d-8e02-9e6de8db9bc0",
240
+ "timestamp_sec": 15.0,
241
+ "timestamp_frame": 450,
242
+ "narration_text": "#C C reorients the object to correct position",
243
+ "is_camera_wearer": true
244
+ },
245
+ {
246
+ "annotation_uid": "8e26d8be-6cdd-4fe5-a780-0fe26953be81",
247
+ "video_uid": "c29ff360-e9ed-5559-b41f-97d2120a20c6",
248
+ "clip_uid": "b5bdfb49-a82f-5c8d-8e02-9e6de8db9bc0",
249
+ "timestamp_sec": 22.0,
250
+ "timestamp_frame": 660,
251
+ "narration_text": "#C C places the reoriented object down",
252
+ "is_camera_wearer": true
253
+ }
254
+ ]
255
+ },
256
+ {
257
+ "video_uid": "a96ea72a-5654-5756-8553-a94613ab162c",
258
+ "narrations": [
259
+ {
260
+ "annotation_uid": "e616469c-5d82-4a9c-9b22-54aaa684a478",
261
+ "video_uid": "a96ea72a-5654-5756-8553-a94613ab162c",
262
+ "clip_uid": "58270289-1883-54bc-80d0-5caf7817b019",
263
+ "timestamp_sec": 3.0,
264
+ "timestamp_frame": 90,
265
+ "narration_text": "#C C grasps the item from the surface",
266
+ "is_camera_wearer": true
267
+ },
268
+ {
269
+ "annotation_uid": "c1517384-f06c-4af1-a000-a48f13f57475",
270
+ "video_uid": "a96ea72a-5654-5756-8553-a94613ab162c",
271
+ "clip_uid": "58270289-1883-54bc-80d0-5caf7817b019",
272
+ "timestamp_sec": 9.0,
273
+ "timestamp_frame": 270,
274
+ "narration_text": "#C C turns the item around",
275
+ "is_camera_wearer": true
276
+ },
277
+ {
278
+ "annotation_uid": "644c9c77-ef29-4387-a036-a92ace582880",
279
+ "video_uid": "a96ea72a-5654-5756-8553-a94613ab162c",
280
+ "clip_uid": "58270289-1883-54bc-80d0-5caf7817b019",
281
+ "timestamp_sec": 16.0,
282
+ "timestamp_frame": 480,
283
+ "narration_text": "#C C inspects the item orientation",
284
+ "is_camera_wearer": true
285
+ },
286
+ {
287
+ "annotation_uid": "c9f5bfa0-bc8e-41d0-a973-faae9347ee73",
288
+ "video_uid": "a96ea72a-5654-5756-8553-a94613ab162c",
289
+ "clip_uid": "58270289-1883-54bc-80d0-5caf7817b019",
290
+ "timestamp_sec": 23.0,
291
+ "timestamp_frame": 690,
292
+ "narration_text": "#C C places the item in the target orientation",
293
+ "is_camera_wearer": true
294
+ }
295
+ ]
296
+ },
297
+ {
298
+ "video_uid": "52e2eef9-b432-57a3-a0e3-0b85d344f586",
299
+ "narrations": [
300
+ {
301
+ "annotation_uid": "f320c309-fe10-49bf-abf3-635c4d017930",
302
+ "video_uid": "52e2eef9-b432-57a3-a0e3-0b85d344f586",
303
+ "clip_uid": "e7eabcf1-3a63-56b8-b489-3d10afc66696",
304
+ "timestamp_sec": 2.0,
305
+ "timestamp_frame": 60,
306
+ "narration_text": "#C C reaches for the object",
307
+ "is_camera_wearer": true
308
+ },
309
+ {
310
+ "annotation_uid": "bb1dd8ce-5cbb-4913-ab0e-c801c2462f69",
311
+ "video_uid": "52e2eef9-b432-57a3-a0e3-0b85d344f586",
312
+ "clip_uid": "e7eabcf1-3a63-56b8-b489-3d10afc66696",
313
+ "timestamp_sec": 7.0,
314
+ "timestamp_frame": 210,
315
+ "narration_text": "#C C lifts and flips the object",
316
+ "is_camera_wearer": true
317
+ },
318
+ {
319
+ "annotation_uid": "8af6d181-676e-4980-8e8d-7f7547f9a15d",
320
+ "video_uid": "52e2eef9-b432-57a3-a0e3-0b85d344f586",
321
+ "clip_uid": "e7eabcf1-3a63-56b8-b489-3d10afc66696",
322
+ "timestamp_sec": 13.0,
323
+ "timestamp_frame": 390,
324
+ "narration_text": "#C C adjusts grip to reorient",
325
+ "is_camera_wearer": true
326
+ },
327
+ {
328
+ "annotation_uid": "4ed3531f-7dc5-4532-bdd7-881cdab7c39e",
329
+ "video_uid": "52e2eef9-b432-57a3-a0e3-0b85d344f586",
330
+ "clip_uid": "e7eabcf1-3a63-56b8-b489-3d10afc66696",
331
+ "timestamp_sec": 20.0,
332
+ "timestamp_frame": 600,
333
+ "narration_text": "#C C places the object with correct orientation",
334
+ "is_camera_wearer": true
335
+ },
336
+ {
337
+ "annotation_uid": "8031daea-4662-4825-85eb-59c253fa70f7",
338
+ "video_uid": "52e2eef9-b432-57a3-a0e3-0b85d344f586",
339
+ "clip_uid": "e7eabcf1-3a63-56b8-b489-3d10afc66696",
340
+ "timestamp_sec": 26.0,
341
+ "timestamp_frame": 780,
342
+ "narration_text": "#C C confirms placement",
343
+ "is_camera_wearer": true
344
+ }
345
+ ]
346
+ },
347
+ {
348
+ "video_uid": "83398eef-68e0-53c7-b692-85367e00ec67",
349
+ "narrations": [
350
+ {
351
+ "annotation_uid": "5086866c-cf9c-4e96-8265-641a36e84256",
352
+ "video_uid": "83398eef-68e0-53c7-b692-85367e00ec67",
353
+ "clip_uid": "a3bce4ba-ad50-5d57-97b9-6db3ae31bf1c",
354
+ "timestamp_sec": 2.0,
355
+ "timestamp_frame": 60,
356
+ "narration_text": "#C C reaches with both hands",
357
+ "is_camera_wearer": true
358
+ },
359
+ {
360
+ "annotation_uid": "97152aa6-24ef-4c6a-8c4e-bfc6842d6303",
361
+ "video_uid": "83398eef-68e0-53c7-b692-85367e00ec67",
362
+ "clip_uid": "a3bce4ba-ad50-5d57-97b9-6db3ae31bf1c",
363
+ "timestamp_sec": 7.0,
364
+ "timestamp_frame": 210,
365
+ "narration_text": "#C C grasps the object with two hands",
366
+ "is_camera_wearer": true
367
+ },
368
+ {
369
+ "annotation_uid": "05c60c2f-9ebe-42da-b29e-a3d13d427301",
370
+ "video_uid": "83398eef-68e0-53c7-b692-85367e00ec67",
371
+ "clip_uid": "a3bce4ba-ad50-5d57-97b9-6db3ae31bf1c",
372
+ "timestamp_sec": 14.0,
373
+ "timestamp_frame": 420,
374
+ "narration_text": "#C C lifts the object using both hands",
375
+ "is_camera_wearer": true
376
+ },
377
+ {
378
+ "annotation_uid": "cef033a4-527b-431b-a514-ac68446e6861",
379
+ "video_uid": "83398eef-68e0-53c7-b692-85367e00ec67",
380
+ "clip_uid": "a3bce4ba-ad50-5d57-97b9-6db3ae31bf1c",
381
+ "timestamp_sec": 21.0,
382
+ "timestamp_frame": 630,
383
+ "narration_text": "#C C carries the object bimanually",
384
+ "is_camera_wearer": true
385
+ },
386
+ {
387
+ "annotation_uid": "9a47b4e4-8b7a-4521-afd1-8991807cbf44",
388
+ "video_uid": "83398eef-68e0-53c7-b692-85367e00ec67",
389
+ "clip_uid": "a3bce4ba-ad50-5d57-97b9-6db3ae31bf1c",
390
+ "timestamp_sec": 27.0,
391
+ "timestamp_frame": 810,
392
+ "narration_text": "#C C places the object down with both hands",
393
+ "is_camera_wearer": true
394
+ }
395
+ ]
396
+ },
397
+ {
398
+ "video_uid": "3ca004a4-9a05-5ff2-ab32-4f1724ef585a",
399
+ "narrations": [
400
+ {
401
+ "annotation_uid": "f0d058b0-97f6-4bcc-a9ae-16d21a50c6d7",
402
+ "video_uid": "3ca004a4-9a05-5ff2-ab32-4f1724ef585a",
403
+ "clip_uid": "4bdd5765-4210-5826-8982-79f0f7dcae89",
404
+ "timestamp_sec": 3.0,
405
+ "timestamp_frame": 90,
406
+ "narration_text": "#C C positions both hands around the object",
407
+ "is_camera_wearer": true
408
+ },
409
+ {
410
+ "annotation_uid": "4bb66b65-bd46-42f2-a3e6-101733bdd893",
411
+ "video_uid": "3ca004a4-9a05-5ff2-ab32-4f1724ef585a",
412
+ "clip_uid": "4bdd5765-4210-5826-8982-79f0f7dcae89",
413
+ "timestamp_sec": 9.0,
414
+ "timestamp_frame": 270,
415
+ "narration_text": "#C C grasps with coordinated bimanual grip",
416
+ "is_camera_wearer": true
417
+ },
418
+ {
419
+ "annotation_uid": "d712a6f3-c0b9-4f68-8a31-b557dd22f84f",
420
+ "video_uid": "3ca004a4-9a05-5ff2-ab32-4f1724ef585a",
421
+ "clip_uid": "4bdd5765-4210-5826-8982-79f0f7dcae89",
422
+ "timestamp_sec": 16.0,
423
+ "timestamp_frame": 480,
424
+ "narration_text": "#C C moves the object to the target",
425
+ "is_camera_wearer": true
426
+ },
427
+ {
428
+ "annotation_uid": "44ecfc53-b7f8-43b7-aaca-762881230c07",
429
+ "video_uid": "3ca004a4-9a05-5ff2-ab32-4f1724ef585a",
430
+ "clip_uid": "4bdd5765-4210-5826-8982-79f0f7dcae89",
431
+ "timestamp_sec": 24.0,
432
+ "timestamp_frame": 720,
433
+ "narration_text": "#C C releases the object with both hands",
434
+ "is_camera_wearer": true
435
+ }
436
+ ]
437
+ },
438
+ {
439
+ "video_uid": "5e05bb65-9f45-5edd-854a-45dbcc54c255",
440
+ "narrations": [
441
+ {
442
+ "annotation_uid": "662baa41-1855-43c1-a26f-290105ab0293",
443
+ "video_uid": "5e05bb65-9f45-5edd-854a-45dbcc54c255",
444
+ "clip_uid": "2e983e65-510b-5981-beb1-7c5e202eaf55",
445
+ "timestamp_sec": 2.5,
446
+ "timestamp_frame": 75,
447
+ "narration_text": "#C C approaches the object with both hands",
448
+ "is_camera_wearer": true
449
+ },
450
+ {
451
+ "annotation_uid": "2f995edc-ecf7-43ed-b664-80ba30645a96",
452
+ "video_uid": "5e05bb65-9f45-5edd-854a-45dbcc54c255",
453
+ "clip_uid": "2e983e65-510b-5981-beb1-7c5e202eaf55",
454
+ "timestamp_sec": 8.0,
455
+ "timestamp_frame": 240,
456
+ "narration_text": "#C C coordinates bimanual grasp",
457
+ "is_camera_wearer": true
458
+ },
459
+ {
460
+ "annotation_uid": "bbd1a14a-bcdc-439d-a630-a45580846c51",
461
+ "video_uid": "5e05bb65-9f45-5edd-854a-45dbcc54c255",
462
+ "clip_uid": "2e983e65-510b-5981-beb1-7c5e202eaf55",
463
+ "timestamp_sec": 15.0,
464
+ "timestamp_frame": 450,
465
+ "narration_text": "#C C transports the object carefully",
466
+ "is_camera_wearer": true
467
+ },
468
+ {
469
+ "annotation_uid": "11e12b98-98ad-4685-a42c-beb9849a9147",
470
+ "video_uid": "5e05bb65-9f45-5edd-854a-45dbcc54c255",
471
+ "clip_uid": "2e983e65-510b-5981-beb1-7c5e202eaf55",
472
+ "timestamp_sec": 22.0,
473
+ "timestamp_frame": 660,
474
+ "narration_text": "#C C places the object at destination",
475
+ "is_camera_wearer": true
476
+ }
477
+ ]
478
+ },
479
+ {
480
+ "video_uid": "c162ee59-b9dc-574f-9e89-0dcc2123159f",
481
+ "narrations": [
482
+ {
483
+ "annotation_uid": "8d546273-e8e5-4e98-886c-c6537f588b0d",
484
+ "video_uid": "c162ee59-b9dc-574f-9e89-0dcc2123159f",
485
+ "clip_uid": "e854b6af-e1af-5eb1-8e21-16b5e34a5a03",
486
+ "timestamp_sec": 1.0,
487
+ "timestamp_frame": 30,
488
+ "narration_text": "#C C looks at the bathroom counter",
489
+ "is_camera_wearer": true
490
+ },
491
+ {
492
+ "annotation_uid": "6f920239-f073-4a74-a982-9db45c8753d9",
493
+ "video_uid": "c162ee59-b9dc-574f-9e89-0dcc2123159f",
494
+ "clip_uid": "e854b6af-e1af-5eb1-8e21-16b5e34a5a03",
495
+ "timestamp_sec": 5.0,
496
+ "timestamp_frame": 150,
497
+ "narration_text": "#C C picks up a toiletry item",
498
+ "is_camera_wearer": true
499
+ },
500
+ {
501
+ "annotation_uid": "156e3810-1fc3-48c4-9220-2afd7de833b4",
502
+ "video_uid": "c162ee59-b9dc-574f-9e89-0dcc2123159f",
503
+ "clip_uid": "e854b6af-e1af-5eb1-8e21-16b5e34a5a03",
504
+ "timestamp_sec": 10.0,
505
+ "timestamp_frame": 300,
506
+ "narration_text": "#C C places the item in the organizer",
507
+ "is_camera_wearer": true
508
+ },
509
+ {
510
+ "annotation_uid": "9e235fd7-9208-49f6-b002-355e9e8502b9",
511
+ "video_uid": "c162ee59-b9dc-574f-9e89-0dcc2123159f",
512
+ "clip_uid": "e854b6af-e1af-5eb1-8e21-16b5e34a5a03",
513
+ "timestamp_sec": 15.0,
514
+ "timestamp_frame": 450,
515
+ "narration_text": "#C C reaches for another item",
516
+ "is_camera_wearer": true
517
+ },
518
+ {
519
+ "annotation_uid": "1b3dd559-f661-4ad4-bcd9-979d8a5f7bdd",
520
+ "video_uid": "c162ee59-b9dc-574f-9e89-0dcc2123159f",
521
+ "clip_uid": "e854b6af-e1af-5eb1-8e21-16b5e34a5a03",
522
+ "timestamp_sec": 20.0,
523
+ "timestamp_frame": 600,
524
+ "narration_text": "#C C arranges items neatly",
525
+ "is_camera_wearer": true
526
+ },
527
+ {
528
+ "annotation_uid": "9651b98a-910f-4cb6-9e0a-18590ca3d2db",
529
+ "video_uid": "c162ee59-b9dc-574f-9e89-0dcc2123159f",
530
+ "clip_uid": "e854b6af-e1af-5eb1-8e21-16b5e34a5a03",
531
+ "timestamp_sec": 25.0,
532
+ "timestamp_frame": 750,
533
+ "narration_text": "#C C wipes the counter surface",
534
+ "is_camera_wearer": true
535
+ }
536
+ ]
537
+ },
538
+ {
539
+ "video_uid": "263f777e-3350-55a6-a6e3-10227c788aca",
540
+ "narrations": [
541
+ {
542
+ "annotation_uid": "73954c4f-ccd9-4b21-848e-bececa11cb81",
543
+ "video_uid": "263f777e-3350-55a6-a6e3-10227c788aca",
544
+ "clip_uid": "6900fe3a-6f96-5332-9808-5a43dce21b4c",
545
+ "timestamp_sec": 2.0,
546
+ "timestamp_frame": 60,
547
+ "narration_text": "#C C picks up bottles from the shelf",
548
+ "is_camera_wearer": true
549
+ },
550
+ {
551
+ "annotation_uid": "a636b36d-b809-48e7-ae7e-fe9ef46711dc",
552
+ "video_uid": "263f777e-3350-55a6-a6e3-10227c788aca",
553
+ "clip_uid": "6900fe3a-6f96-5332-9808-5a43dce21b4c",
554
+ "timestamp_sec": 8.0,
555
+ "timestamp_frame": 240,
556
+ "narration_text": "#C C rearranges bottles by size",
557
+ "is_camera_wearer": true
558
+ },
559
+ {
560
+ "annotation_uid": "6ce86c68-0a77-4044-a7b0-187485ff5a74",
561
+ "video_uid": "263f777e-3350-55a6-a6e3-10227c788aca",
562
+ "clip_uid": "6900fe3a-6f96-5332-9808-5a43dce21b4c",
563
+ "timestamp_sec": 14.0,
564
+ "timestamp_frame": 420,
565
+ "narration_text": "#C C cleans the shelf surface",
566
+ "is_camera_wearer": true
567
+ },
568
+ {
569
+ "annotation_uid": "846745f1-4b45-484e-91f6-56b04fc3fa71",
570
+ "video_uid": "263f777e-3350-55a6-a6e3-10227c788aca",
571
+ "clip_uid": "6900fe3a-6f96-5332-9808-5a43dce21b4c",
572
+ "timestamp_sec": 20.0,
573
+ "timestamp_frame": 600,
574
+ "narration_text": "#C C places bottles back in order",
575
+ "is_camera_wearer": true
576
+ },
577
+ {
578
+ "annotation_uid": "38c4250d-a01d-4b19-bcf8-a4ba3112f74e",
579
+ "video_uid": "263f777e-3350-55a6-a6e3-10227c788aca",
580
+ "clip_uid": "6900fe3a-6f96-5332-9808-5a43dce21b4c",
581
+ "timestamp_sec": 26.0,
582
+ "timestamp_frame": 780,
583
+ "narration_text": "#C C checks the organized shelf",
584
+ "is_camera_wearer": true
585
+ }
586
+ ]
587
+ },
588
+ {
589
+ "video_uid": "9e2eb3c0-8490-5440-8f42-a09cb07c43b5",
590
+ "narrations": [
591
+ {
592
+ "annotation_uid": "7ed7b59b-6fdc-415b-907d-04e0ffb0580f",
593
+ "video_uid": "9e2eb3c0-8490-5440-8f42-a09cb07c43b5",
594
+ "clip_uid": "5bb06123-14a6-583a-86bd-64659ce29ce3",
595
+ "timestamp_sec": 2.0,
596
+ "timestamp_frame": 60,
597
+ "narration_text": "#C C picks up clothes from the floor",
598
+ "is_camera_wearer": true
599
+ },
600
+ {
601
+ "annotation_uid": "09d33302-de45-436d-a60a-10f8a72affca",
602
+ "video_uid": "9e2eb3c0-8490-5440-8f42-a09cb07c43b5",
603
+ "clip_uid": "5bb06123-14a6-583a-86bd-64659ce29ce3",
604
+ "timestamp_sec": 7.0,
605
+ "timestamp_frame": 210,
606
+ "narration_text": "#C C folds a shirt",
607
+ "is_camera_wearer": true
608
+ },
609
+ {
610
+ "annotation_uid": "9ab63800-14a6-45ea-91cd-2b3256be0019",
611
+ "video_uid": "9e2eb3c0-8490-5440-8f42-a09cb07c43b5",
612
+ "clip_uid": "5bb06123-14a6-583a-86bd-64659ce29ce3",
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