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

20 clips

Skill: pinch Clear all

Cooking food0:26

Adding ingredients to pot

5 actions7 skillsMCAP 404 MB

Preparing food6:38

Weighing and shaping dough portions

59 actions40 skillsMCAP 5.7 GB

Preparing food5:31

Portioning and shaping dough

48 actions40 skillsMCAP 4.7 GB

Preparing food4:37

Folding meat-filled dough into dumplings

46 actions22 skillsMCAP 4.0 GB

Preparing food8:10

Sealing meat-filled dumplings

45 actions22 skillsMCAP 6.7 GB

Preparing food5:18

Preparing meat-filled dough

37 actions16 skillsMCAP 4.6 GB

Preparing food3:30

Making meat dumplings

34 actions32 skillsMCAP 3.0 GB

Preparing food6:49

Preparing dumplings with filling

30 actions12 skillsMCAP 7.1 GB

Preparing food4:55

Preparing meat-filled dumplings

22 actions13 skillsMCAP 4.5 GB

Preparing food2:20

Making dumplings with meat filling

17 actions10 skillsMCAP 2.0 GB

Preparing food1:37

Making dumplings with meat filling

16 actions9 skillsMCAP 1.4 GB

Preparing food3:54

Folding meat-filled dough into dumplings

15 actions11 skillsMCAP 3.2 GB

Preparing food1:21

Making dumplings with meat filling

12 actions17 skillsMCAP 1.2 GB

Preparing food0:49

Plating food

10 actions10 skillsMCAP 737 MB

Preparing food4:00

Sealing and placing meat-filled dough onto tray

10 actions6 skillsMCAP 3.5 GB

Preparing food0:32

Preparing noodle bowl

7 actions12 skillsMCAP 500 MB

Preparing food1:10

Making dumplings with meat filling

6 actions12 skillsMCAP 1.0 GB

Preparing food0:44

Preparing meat-filled dough

4 actions4 skillsMCAP 621 MB

Preparing food0:22

Assembling ingredients for a dish

3 actions10 skillsMCAP 356 MB

Preparing food1:10

Making dumplings with meat filling

3 actions4 skillsMCAP 1.0 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}}
}