EgoViz-120

Real-world egocentric data recorded on the job: egocentric and wrist video, depth, IMU, hand pose and frame-level action labels in one MCAP per clip. Free to use with attribution.

120.4 h5,392 clips12 categories7.3 TBCC-BY-4.0

Categories12

Mopping floor1,595 clips · 56.8 h

Wiping surfaces777 clips · 14.7 h

Preparing food541 clips · 13.4 h

Preparing cleaning supplies clip preview

Preparing cleaning supplies790 clips · 8.5 h

Cleaning restroom332 clips · 5.7 h

Cleaning windows172 clips · 4.3 h

Organizing items279 clips · 3.8 h

Sweeping floor159 clips · 3.4 h

Cooking food193 clips · 2.8 h

Managing laundry210 clips · 2.5 h

Managing trash208 clips · 2.2 h

Cleaning kitchen136 clips · 2.1 h

Browse all clips

201 clips

Object: door handle Clear all

Wiping surfaces1:50

Wiping glass partition

13 actions8 skillsMCAP 1.7 GB

Cleaning restroom0:29

Cleaning and servicing restroom

3 actions9 skillsMCAP 460 MB

Mopping floor3:43

Mopping floor

32 actions23 skillsMCAP 3.2 GB

Preparing cleaning supplies0:16

Washing cleaning cloth in bucket

2 actions6 skillsMCAP 220 MB

Wiping surfaces1:26

Wiping office surfaces

12 actions10 skillsMCAP 1.2 GB

Mopping floor3:47

Mopping room floor

30 actions18 skillsMCAP 3.8 GB

Preparing cleaning supplies0:15

Wedging item in door to keep it open

1 action3 skillsMCAP 213 MB

Wiping surfaces1:15

Wiping door handles and frames

12 actions10 skillsMCAP 1.1 GB

Mopping floor2:32

Mopping office floor

27 actions8 skillsMCAP 2.1 GB

Wiping surfaces1:34

Cleaning glass door and frame

11 actions7 skillsMCAP 1.4 GB

Mopping floor3:18

Mopping office floor

27 actions17 skillsMCAP 3.0 GB

Wiping surfaces3:01

Wiping washing machine

11 actions16 skillsMCAP 2.8 GB

Mopping floor3:02

Mopping the floor

27 actions25 skillsMCAP 2.4 GB

Wiping surfaces1:40

Wiping surfaces in hallway

9 actions5 skillsMCAP 1.8 GB

Mopping floor2:22

Mopping tiled floor

27 actions10 skillsMCAP 2.0 GB

Wiping surfaces1:30

Wiping glass partition

9 actions9 skillsMCAP 1.4 GB

Mopping floor8:05

Mopping the floor

26 actions11 skillsMCAP 7.4 GB

Wiping surfaces0:45

Wiping office surfaces and furniture

7 actions9 skillsMCAP 641 MB

Mopping floor2:40

Mopping office floor

26 actions7 skillsMCAP 2.5 GB

Wiping surfaces0:35

Wiping bathroom surfaces

5 actions9 skillsMCAP 537 MB

Mopping floor2:47

Mopping floor

24 actions16 skillsMCAP 2.3 GB

Wiping surfaces0:42

Wiping glass partitions

5 actions4 skillsMCAP 773 MB

Mopping floor6:30

Mopping the floor

24 actions11 skillsMCAP 6.1 GB

Wiping surfaces0:40

Wiping office doors

5 actions6 skillsMCAP 572 MB

In every MCAP

23 channels · one clock · ROS 2

MCAP topics, message schemas and rates
Topic	Schema	Rate
/action	tad_msgs/msg/ActionPhase	30 Hz
/ego/zed_head/depth/camera_info	sensor_msgs/msg/CameraInfo	30 Hz
/ego/zed_head/depth/image/compressed	sensor_msgs/msg/CompressedImage	30 Hz
/ego/zed_head/imu/data	sensor_msgs/msg/Imu	199.8 Hz
/ego/zed_head/left/camera_info	sensor_msgs/msg/CameraInfo	30 Hz
/ego/zed_head/left/image/compressed	foxglove.CompressedVideo	30 Hz
/ego/zed_head/odom	nav_msgs/msg/Odometry	30 Hz
/ego/zed_head/right/camera_info	sensor_msgs/msg/CameraInfo	30 Hz
/ego/zed_head/right/image/compressed	foxglove.CompressedVideo	30 Hz
/hands/left/detected	std_msgs/msg/Bool	30 Hz
/hands/left/keypoints	visualization_msgs/msg/MarkerArray	30 Hz
/hands/left/odom	nav_msgs/msg/Odometry	30 Hz
/hands/right/detected	std_msgs/msg/Bool	30 Hz
/hands/right/keypoints	visualization_msgs/msg/MarkerArray	30 Hz
/hands/right/odom	nav_msgs/msg/Odometry	30 Hz
/tf	tf2_msgs/msg/TFMessage	30 Hz
/tf_static	tf2_msgs/msg/TFMessage	2.9 Hz
/wrist_left/image/camera_info	sensor_msgs/msg/CameraInfo	30 Hz
/wrist_left/image/compressed	foxglove.CompressedVideo	30 Hz
/wrist_left/imu/data	sensor_msgs/msg/Imu	199.4 Hz
/wrist_right/image/camera_info	sensor_msgs/msg/CameraInfo	30 Hz
/wrist_right/image/compressed	foxglove.CompressedVideo	30 Hz
/wrist_right/imu/data	sensor_msgs/msg/Imu	200 Hz

Get the data

EgoViz-120 is 7.3 TB, served from a public Hugging Face Storage Bucket. Start with the index: one row per clip with category, title, skills, objects and paths, before you download any video.

Install and index

pip install -U huggingface_hub
hf auth login

B=hf://buckets/humaidtech/EgoViz-120
hf buckets cp $B/index.parquet index.parquet

One category

hf sync $B/data/cleaning_kitchen ./cleaning_kitchen

Previews and metadata only

hf sync $B/data ./egoviz --include "*.mp4" --include "*.json"

Cite

@misc{egoviz120_2026,
  title        = {EgoViz-120: 120 Hours of Synchronized Real-World Egocentric Data},
  author       = {Humaid Tech Inc.},
  year         = {2026},
  publisher    = {Hugging Face},
  howpublished = {\url{https://huggingface.co/datasets/humaidtech/EgoViz-120}}
}