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

25 clips

Object: spatula Clear all

Cooking food4:21

Stirring ingredients in a pot

35 actions39 skillsMCAP 3.9 GB

Preparing food1:55

Adding product from refrigerator into meal

16 actions15 skillsMCAP 2.0 GB

Cooking food3:22

Cooking vegetables in pan

32 actions40 skillsMCAP 3.3 GB

Preparing food1:23

Preparing noodles on plate

13 actions31 skillsMCAP 1.4 GB

Cooking food2:28

Preparing and cooking vegetables in pan

22 actions18 skillsMCAP 2.3 GB

Preparing food1:26

Preparing and coating bread with sauce

12 actions9 skillsMCAP 1.4 GB

Cooking food2:35

Stir-frying ingredients in pans

21 actions18 skillsMCAP 2.6 GB

Preparing food1:19

Preparing egg for cooking

10 actions13 skillsMCAP 1.3 GB

Cooking food1:55

Cooking ingredients in pan

17 actions17 skillsMCAP 2.1 GB

Preparing food0:43

Organizing kitchen items

6 actions9 skillsMCAP 734 MB

Cooking food2:09

Cooking vegetables in pan

16 actions12 skillsMCAP 1.9 GB

Cooking food1:19

Preparing ingredients and cooking food

14 actions15 skillsMCAP 1.4 GB

Cooking food1:56

Cooking ingredients in pan

13 actions17 skillsMCAP 1.8 GB

Cooking food1:06

Cooking egg and vegetable mixture

10 actions9 skillsMCAP 1.1 GB

Cooking food0:49

Cooking and seasoning pan ingredients

9 actions8 skillsMCAP 788 MB

Cooking food0:52

Cooking ingredients in a pot

5 actions7 skillsMCAP 799 MB

Cooking food0:45

Stirring onions and garlic in pan

5 actions8 skillsMCAP 711 MB

Cooking food0:25

Stirring and flipping ingredients in pan

4 actions8 skillsMCAP 474 MB

Cooking food0:33

Stirring meat and vegetables in pan

3 actions5 skillsMCAP 492 MB

Cooking food0:25

Cooking and transferring meat

2 actions7 skillsMCAP 406 MB

Cooking food0:22

Saut

2 actions5 skillsMCAP 330 MB

Cooking food0:26

Stirring ingredients in pan

1 action4 skillsMCAP 499 MB

Cooking food0:15

Stirring ingredients in pan

1 action3 skillsMCAP 277 MB

Cooking food0:17

Stirring chicken in pan

1 action2 skillsMCAP 291 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}}
}