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Humanoid Everyday

Roughly 28 hours and 10.3k episodes of Unitree G1 and H1 humanoid teleoperation across 260 everyday tasks with RGB, depth, LiDAR and tactile at 30 Hz.

Published by USC Physical Superintelligence Lab with Toyota Research Institute, 2025-10

Open data
Commercial use OK

Apache 2.0 (Hub tag); MIT (GitHub README)

PriceFree

The publisher's licence permits commercial use and redistribution, with attribution. The Hub card tag is apache-2.0 and the GitHub README says the dataset is released under the MIT License; the two sources name different permissive licences and both permit commercial use with attribution. Confirm which applies before redistribution.

Get dataset Opens huggingface.co in a new tab
From a terminal
hf download USC-PSI-Lab/humanoid-everyday --repo-type dataset --local-dir ./humanoid-everyday

The older id USC-GVL/humanoid-everyday redirects here. Raw per-task zips (about 500 GB) are linked from a Google Sheet in the GitHub README; scripts/he2lerobot.py converts them. The Hub viewer currently errors on one zero-byte Parquet file.

Specification, as published

Hours (derived)
28 h
Episodes (stated)
10,300 episodes
Scale
10.3k trajectories, 260 tasks x 40 episodes
Task
Pick & place, Tidying & put-away, Laundry & folding, Navigation & walking, Other
Environment
Indoor – home, Indoor – office, Indoor – lab
Modality
RGB, Depth, LiDAR, Tactile, IMU, Proprioception, Actions, Language
Capture
Egocentric
In frame
Robot hands
Captured in
United States of America
Embodiment
Unitree G1 with Dex3-1 hands, Unitree H1 with Inspire hands
Frame rate
30 fps
Resolution
640x480
Formats
LeRobot v2.0, PNG, PCD, zip
Size
935 GB
Hosted on
Hugging Face

Figures are the publisher's own. Kinetic Blocks has not measured this dataset. Derived from the paper's over 3 million frames at 30 Hz; a lower bound, the publisher states no hours figure.

About this dataset

Humanoid Everyday records Unitree G1 (Dex3-1 hands) and H1 (Inspire hands) humanoids teleoperated with Apple Vision Pro across 260 tasks in seven categories: basic, deformable, articulated, tool use, high-precision, human-robot interaction and loco-manipulation, in open-world everyday settings. Streams at 30 Hz: egocentric RGB 640x480, depth, Livox LiDAR point clouds, tactile on the G1, IMU, odometry, arm, leg and hand joint states and actions, the operator's Vision Pro hand and head actions, and language annotations. Distributed in LeRobot v2.0 on the Hub with raw per-task zips (PNG colour, uint16 depth, PCD LiDAR) linked from the GitHub README. The hours figure is a lower bound derived from the paper's over 3 million frames at 30 Hz.

Publisher's own task names: 260 tasks in 7 categories, tool use, articulated objects, loco-manipulation, human-robot interaction.

What Kinetic Blocks did, and did not do

Indexed and linked from the publisher. Not hosted, verified or graded by Kinetic Blocks. The publisher's terms govern. The licence shown is the one stated on the publisher's page, linked above. Nothing on this page is a claim by Kinetic Blocks.

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