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

137 clips

Object: desk Clear all

Cleaning windows6:02

Cleaning window area

62 actions30 skillsMCAP 5.9 GB

Managing trash1:25

Picking up trash from classroom

12 actions11 skillsMCAP 1.7 GB

Mopping floor5:45

Mopping classroom floor

35 actions9 skillsMCAP 5.6 GB

Organizing items2:22

Folding desks in lecture hall

27 actions14 skillsMCAP 2.9 GB

Preparing cleaning supplies1:55

Folding desks in lecture hall

14 actions21 skillsMCAP 2.4 GB

Sweeping floor2:20

Sweeping office floor

11 actions6 skillsMCAP 2.2 GB

Wiping surfaces6:03

Wiping office desk surface

64 actions17 skillsMCAP 5.5 GB

Managing trash1:13

Collecting trash from desks

10 actions10 skillsMCAP 1.5 GB

Mopping floor6:39

Mopping floor

35 actions23 skillsMCAP 6.0 GB

Organizing items2:26

Organizing and cleaning workspace

24 actions24 skillsMCAP 2.0 GB

Preparing cleaning supplies1:35

Organizing and cleaning classroom desks

14 actions15 skillsMCAP 2.1 GB

Wiping surfaces5:30

Cleaning table surface

44 actions13 skillsMCAP 4.8 GB

Managing trash0:19

Collecting trash from lecture hall desks

3 actions5 skillsMCAP 408 MB

Mopping floor3:20

Mopping office floor

32 actions15 skillsMCAP 3.2 GB

Organizing items2:37

Arranging classroom furniture

22 actions26 skillsMCAP 3.2 GB

Preparing cleaning supplies1:29

Preparing desks for mopping

12 actions4 skillsMCAP 1.5 GB

Wiping surfaces3:34

Cleaning office room

40 actions34 skillsMCAP 3.4 GB

Mopping floor4:28

Mopping classroom floor

30 actions17 skillsMCAP 5.4 GB

Organizing items1:59

Organizing lecture hall desks

21 actions19 skillsMCAP 2.3 GB

Preparing cleaning supplies0:27

Folding up classroom desks

4 actions4 skillsMCAP 600 MB

Wiping surfaces3:30

Wiping office desks

33 actions13 skillsMCAP 3.0 GB

Mopping floor4:36

Cleaning lecture hall

29 actions10 skillsMCAP 5.6 GB

Organizing items2:23

Folding down desks in lecture hall

21 actions39 skillsMCAP 2.7 GB

Wiping surfaces2:44

Cleaning, organizing, and securing office room

28 actions22 skillsMCAP 2.3 GB

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}}
}