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

30 clips

Object: fryer basket Clear all

Cooking food5:03

Frying potatoes in deep fryer

46 actions25 skillsMCAP 4.7 GB

Preparing food7:10

Cutting chicken on cutting board

55 actions36 skillsMCAP 7.5 GB

Cooking food3:22

Cooking vegetables in pan

32 actions40 skillsMCAP 3.3 GB

Preparing food4:19

Peeling carrots

29 actions14 skillsMCAP 4.0 GB

Cooking food2:15

Cooking food in pan

19 actions12 skillsMCAP 2.1 GB

Preparing food2:40

Cutting potatoes on board

27 actions26 skillsMCAP 2.6 GB

Cooking food1:27

Frying food and managing ingredients

13 actions9 skillsMCAP 1.6 GB

Preparing food1:30

Preparing and portioning various ingredients

16 actions13 skillsMCAP 1.5 GB

Cooking food1:09

Seasoning and stirring noodles in pot

11 actions13 skillsMCAP 1.1 GB

Preparing food1:16

Preparing and serving instant noodles

14 actions11 skillsMCAP 1.2 GB

Cooking food0:27

Frying french fries

5 actions10 skillsMCAP 478 MB

Preparing food1:11

Preparing a full meal on plate

12 actions26 skillsMCAP 1.1 GB

Cooking food0:17

Frying potatoes

4 actions9 skillsMCAP 273 MB

Preparing food1:05

Slicing and frying potatoes

7 actions13 skillsMCAP 1.1 GB

Cooking food0:17

Loading fries into deep fryer

4 actions8 skillsMCAP 288 MB

Preparing food0:48

Preparing and serving food

7 actions15 skillsMCAP 791 MB

Cooking food0:25

Cooking French Fries

4 actions7 skillsMCAP 429 MB

Preparing food0:24

Taking products from refrigerator

4 actions6 skillsMCAP 374 MB

Cooking food0:16

Frying potatoes

3 actions6 skillsMCAP 256 MB

Preparing food0:25

Placing water on stove and preparing dish for meal

4 actions9 skillsMCAP 477 MB

Cooking food0:17

Loading french fries into deep fryer

3 actions13 skillsMCAP 282 MB

Preparing food0:25

Placing sausages in oil for cooking

4 actions8 skillsMCAP 457 MB

Cooking food0:17

Removing and handling fried potatoes

3 actions5 skillsMCAP 268 MB

Preparing food0:32

Serving fries onto plate

3 actions9 skillsMCAP 517 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}}
}