Luel-ai/Ego-Realm

Large Egocentric Sample Dataset

Overview

This dataset contains 108 video clips recorded with a Pineye egocentric camera system, organized into three categories:

• Horticulture: 8 clips
• Kitchen: 50 clips
• Laundry: 50 clips

Dataset Statistics

• Total Clips: 108
• Total Duration: 10:04:57
• Total Size: 41622.79 MB (40.65 GB)
• Resolution: 1920x1080 (Full HD)
• Frame Rate: 30 fps (45/108 clips at 30 fps)
• Format: MP4 (H.264 codec)
• Audio: PCM 16-bit (85 clips) / AAC (23 clips)
• Total frames: 1,082,530

File Organization

All files follow the naming convention: [Category][Number].mp4

Horticulture Files

File	Duration	Frames	Size (MB)	FPS
Horticulture1.mp4	00:05:00	8977	461.98	29.9
Horticulture2.mp4	00:10:01	18052	487.97	30.0
Horticulture3.mp4	00:10:01	18029	485.08	30.0
Horticulture4.mp4	00:10:01	18029	485.88	30.0
Horticulture5.mp4	00:10:02	18030	486.10	29.9
Horticulture6.mp4	00:10:01	18016	483.85	30.0
Horticulture7.mp4	00:10:01	18030	486.38	30.0
Horticulture8.mp4	00:02:02	3670	99.50	30.0

Kitchen Files

File	Duration	Frames	Size (MB)	FPS
Kitchen1.mp4	00:05:00	8973	375.68	29.9
Kitchen2.mp4	00:05:00	8981	436.23	29.9
Kitchen3.mp4	00:05:00	8944	476.58	29.8
Kitchen4.mp4	00:05:00	8915	481.53	29.7
Kitchen5.mp4	00:03:00	5357	287.20	29.6
Kitchen6.mp4	00:05:00	8970	450.04	29.9
Kitchen7.mp4	00:05:00	8940	393.04	29.8
Kitchen8.mp4	00:03:00	5390	286.41	29.8
Kitchen9.mp4	00:03:00	5380	281.26	29.8
Kitchen10.mp4	00:05:00	8980	467.04	29.9
Kitchen11.mp4	00:05:00	8940	448.51	29.8
Kitchen12.mp4	00:05:00	8982	352.77	29.9
Kitchen13.mp4	00:05:00	8833	377.85	29.4
Kitchen14.mp4	00:05:00	8879	480.22	29.6
Kitchen15.mp4	00:05:00	8954	434.00	29.8
Kitchen16.mp4	00:04:43	8490	216.52	30.0
Kitchen17.mp4	00:05:00	8835	415.82	29.4
Kitchen18.mp4	00:05:00	8977	438.11	29.9
Kitchen19.mp4	00:05:00	8877	473.25	29.6
Kitchen20.mp4	00:05:00	8883	411.27	29.6
Kitchen21.mp4	00:05:00	8988	197.31	30.0
Kitchen22.mp4	00:05:00	8966	438.00	29.9
Kitchen23.mp4	00:05:00	8841	440.83	29.5
Kitchen24.mp4	00:05:00	8951	401.73	29.8
Kitchen25.mp4	00:05:00	8998	322.80	30.0
Kitchen26.mp4	00:09:59	17816	479.83	29.7
Kitchen27.mp4	00:05:00	8996	177.13	30.0
Kitchen28.mp4	00:07:10	12896	347.24	30.0
Kitchen29.mp4	00:05:00	8979	321.54	29.9
Kitchen30.mp4	00:05:00	8963	380.53	29.9
Kitchen31.mp4	00:05:00	8957	441.85	29.9
Kitchen32.mp4	00:05:00	8973	399.59	29.9
Kitchen33.mp4	00:05:00	8989	184.08	30.0
Kitchen34.mp4	00:05:00	8921	447.00	29.7
Kitchen35.mp4	00:01:24	2529	68.02	30.0
Kitchen36.mp4	00:10:01	18041	487.17	30.0
Kitchen37.mp4	00:05:00	8977	298.53	29.9
Kitchen38.mp4	00:05:00	8995	433.72	30.0
Kitchen39.mp4	00:05:00	8834	453.69	29.4
Kitchen40.mp4	00:05:00	8966	328.67	29.9
Kitchen41.mp4	00:05:00	8963	383.78	29.9
Kitchen42.mp4	00:05:00	8903	405.40	29.7
Kitchen43.mp4	00:05:00	8947	404.53	29.8
Kitchen44.mp4	00:05:00	8885	443.93	29.6
Kitchen45.mp4	00:05:00	8968	359.58	29.9
Kitchen46.mp4	00:05:00	8966	394.48	29.9
Kitchen47.mp4	00:05:00	8968	343.28	29.9
Kitchen48.mp4	00:05:00	8989	353.09	30.0
Kitchen49.mp4	00:05:00	8941	367.18	29.8
Kitchen50.mp4	00:05:00	8964	465.89	29.9

Laundry Files

File	Duration	Frames	Size (MB)	FPS
Laundry1.mp4	00:05:00	8909	345.88	29.7
Laundry2.mp4	00:05:00	8980	302.59	29.9
Laundry3.mp4	00:05:00	8989	226.86	30.0
Laundry4.mp4	00:05:00	8987	219.22	30.0
Laundry5.mp4	00:10:01	18056	484.73	30.0
Laundry6.mp4	00:05:00	8996	208.37	30.0
Laundry7.mp4	00:05:00	8898	470.98	29.7
Laundry8.mp4	00:05:24	9727	262.53	30.0
Laundry9.mp4	00:05:00	8806	410.19	29.4
Laundry10.mp4	00:05:00	8956	356.91	29.9
Laundry11.mp4	00:05:00	8956	483.76	29.8
Laundry12.mp4	00:05:00	8968	375.14	29.9
Laundry13.mp4	00:10:01	18051	484.51	30.0
Laundry14.mp4	00:05:00	8913	384.16	29.7
Laundry15.mp4	00:05:00	8950	384.28	29.8
Laundry16.mp4	00:10:01	17972	482.85	29.9
Laundry17.mp4	00:10:00	18004	486.02	30.0
Laundry18.mp4	00:05:00	8943	416.60	29.8
Laundry19.mp4	00:05:00	8853	434.98	29.5
Laundry20.mp4	00:06:41	12037	322.97	30.0
Laundry21.mp4	00:02:54	5198	237.85	29.8
Laundry22.mp4	00:10:02	18043	486.95	30.0
Laundry23.mp4	00:05:00	8948	398.43	29.8
Laundry24.mp4	00:05:00	8920	471.12	29.7
Laundry25.mp4	00:02:15	4077	110.42	30.0
Laundry26.mp4	00:10:01	18032	485.78	30.0
Laundry27.mp4	00:10:00	18012	484.23	30.0
Laundry28.mp4	00:05:00	8959	482.75	29.9
Laundry29.mp4	00:05:00	8919	480.34	29.7
Laundry30.mp4	00:03:34	6404	278.57	29.9
Laundry31.mp4	00:05:00	8852	371.68	29.5
Laundry32.mp4	00:05:00	8922	372.53	29.7
Laundry33.mp4	00:05:00	8856	471.50	29.5
Laundry34.mp4	00:05:00	8971	357.60	29.9
Laundry35.mp4	00:05:00	8899	394.08	29.7
Laundry36.mp4	00:05:00	8917	403.36	29.7
Laundry37.mp4	00:04:10	7432	395.33	29.7
Laundry38.mp4	00:05:00	8947	355.98	29.8
Laundry39.mp4	00:05:00	8991	362.17	30.0
Laundry40.mp4	00:05:01	8980	375.48	29.9
Laundry41.mp4	00:05:00	8874	454.34	29.6
Laundry42.mp4	00:05:00	8726	333.36	29.1
Laundry43.mp4	00:05:00	8673	448.50	28.9
Laundry44.mp4	00:05:00	8945	348.28	29.8
Laundry45.mp4	00:03:07	5576	254.03	29.7
Laundry46.mp4	00:05:01	8766	453.04	29.2
Laundry47.mp4	00:05:00	8950	349.14	29.8
Laundry48.mp4	00:10:02	18060	486.97	30.0
Laundry49.mp4	00:05:00	8720	404.68	29.1
Laundry50.mp4	00:07:01	12627	340.30	30.0

Metadata

Detailed metadata for all files is available in metadata.json in JSON format. Each file entry includes:

• Filename
• Duration (seconds and formatted)
• Frame count
• Resolution (width x height)
• Frame rate (FPS)
• Video codec
• File size (bytes and MB)
• Audio information (presence and codec)
• Camera type

Notes

• All videos were recorded with a Pineye egocentric camera system
• All files are in MP4 format with H.264 video codec
• All clips include audio: 85 clips use PCM 16-bit (pcm_s16le), 23 clips use AAC
• Frame rates are approximately 30 fps (with minor variations)