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

91 clips

Skill: scoop Clear all

Cooking food5:03

Frying potatoes in deep fryer

46 actions25 skillsMCAP 4.7 GB

Organizing items0:53

Organizing food containers in refrigerator

6 actions18 skillsMCAP 903 MB

Preparing cleaning supplies1:28

Preparing cleaning supplies

12 actions25 skillsMCAP 1.4 GB

Preparing food10:05

Cutting potatoes into cubes

68 actions35 skillsMCAP 9.9 GB

Wiping surfaces1:15

Wiping kitchen counter

5 actions8 skillsMCAP 1.2 GB

Cooking food4:21

Stirring ingredients in a pot

35 actions39 skillsMCAP 3.9 GB

Preparing food8:52

Cutting bell peppers

67 actions40 skillsMCAP 8.7 GB

Cooking food2:28

Preparing and cooking vegetables in pan

22 actions18 skillsMCAP 2.3 GB

Preparing food6:03

Weighing and bagging pasta

37 actions34 skillsMCAP 5.8 GB

Cooking food1:39

Cooking ingredients in pan

15 actions12 skillsMCAP 1.5 GB

Preparing food6:49

Preparing dumplings with filling

30 actions12 skillsMCAP 7.1 GB

Cooking food1:56

Cooking ingredients in pan

13 actions17 skillsMCAP 1.8 GB

Preparing food3:09

Dicing carrots on cutting board

24 actions20 skillsMCAP 2.9 GB

Cooking food0:47

Cooking pasta with various ingredients

9 actions15 skillsMCAP 703 MB

Preparing food4:55

Preparing meat-filled dumplings

22 actions13 skillsMCAP 4.5 GB

Cooking food0:47

Transferring cooked meat to bowl

7 actions3 skillsMCAP 627 MB

Preparing food2:30

Cutting potatoes into pieces

19 actions30 skillsMCAP 2.6 GB

Cooking food0:31

Adding ingredients to pot

6 actions5 skillsMCAP 511 MB

Preparing food2:20

Making dumplings with meat filling

17 actions10 skillsMCAP 2.0 GB

Cooking food0:33

Cooking food in pot on stove

6 actions9 skillsMCAP 546 MB

Preparing food1:35

Filling dough pieces with meat

16 actions13 skillsMCAP 1.3 GB

Cooking food1:25

Adding ingredients to pot

5 actions17 skillsMCAP 1.7 GB

Preparing food1:55

Adding product from refrigerator into meal

16 actions15 skillsMCAP 2.0 GB

Cooking food0:39

Adding and stirring vegetables in pan

4 actions8 skillsMCAP 586 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}}
}