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

33 clips

Object: washing machine Clear all

Managing laundry2:24

Operating laundry machines

21 actions23 skillsMCAP 2.3 GB

Preparing cleaning supplies0:15

Preparing cleaning cloth

1 action5 skillsMCAP 242 MB

Wiping surfaces3:12

Cleaning washing machines

25 actions18 skillsMCAP 3.1 GB

Managing laundry1:22

Processing and organizing laundry

14 actions20 skillsMCAP 1.4 GB

Wiping surfaces3:15

Wiping window frame

15 actions14 skillsMCAP 4.0 GB

Managing laundry1:22

Transferring clothes from machines to basket

11 actions13 skillsMCAP 1.3 GB

Wiping surfaces1:14

Wiping washing machine doors

11 actions11 skillsMCAP 1.1 GB

Managing laundry0:48

Loading laundry into washing machines

10 actions21 skillsMCAP 721 MB

Wiping surfaces3:01

Wiping washing machine

11 actions16 skillsMCAP 2.8 GB

Managing laundry0:53

Loading laundry and starting washing machine

9 actions16 skillsMCAP 778 MB

Wiping surfaces1:03

Wiping washing machines

3 actions4 skillsMCAP 877 MB

Managing laundry0:30

Labeling machines with sticky notes

6 actions11 skillsMCAP 510 MB

Managing laundry0:42

Loading and starting washing machine

6 actions16 skillsMCAP 610 MB

Managing laundry0:33

Loading laundry into washing machine

5 actions13 skillsMCAP 501 MB

Managing laundry0:58

Loading clothes into washing machine

5 actions13 skillsMCAP 912 MB

Managing laundry0:37

Setting up laundry machines

5 actions7 skillsMCAP 574 MB

Managing laundry0:25

Loading clothes and adding detergent to washing machine

4 actions9 skillsMCAP 425 MB

Managing laundry0:31

Sorting and collecting laundry items

4 actions10 skillsMCAP 496 MB

Managing laundry0:31

Cleaning washing machine filters

4 actions7 skillsMCAP 496 MB

Managing laundry0:24

Loading and starting washing machine

3 actions8 skillsMCAP 352 MB

Managing laundry0:22

Transferring laundry between machines

3 actions7 skillsMCAP 400 MB

Managing laundry0:17

Loading clothes into washing machine

3 actions9 skillsMCAP 284 MB

Managing laundry0:17

Starting washing machine cycle

3 actions6 skillsMCAP 235 MB

Managing laundry0:27

Loading and setting laundry machines

3 actions7 skillsMCAP 398 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}}
}