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RoboNet

162,000 trajectories (15M frames) of multi-robot tabletop interaction from 7 arm platforms and 113 camera viewpoints, with actions and states, in HDF5.

Published by UC Berkeley, Stanford and CMU, 2019-10

Open data
Commercial use OK

CC BY 4.0

PriceFree

The publisher's licence permits commercial use and redistribution, with attribution.

Get it from UC Berkeley Opens github.com in a new tab

Full set is a 36 GB tar.gz on Google Drive; a ~100 MB sampler is at gdown https://drive.google.com/uc?id=1YX2TgT8IKSn9V4wGCwdzbRnS53yicV2P&export=download (robonet_sampler.tar.gz). Google Drive quota limits can block large gdown pulls.

Specification, as published

Episodes (stated)
162,000 episodes
Scale
15 million video frames, 7 different robot platforms, 113 unique camera viewpoints
Task
Pick & place, Other
Environment
Indoor – lab
Modality
RGB, Actions, Proprioception
Capture
Exocentric
In frame
Robot hands
Captured in
United States of America
Embodiment
Sawyer, Franka Panda, Baxter, Fetch +3 more
Formats
HDF5
Size
36 GB
Hosted on
Google Drive

Figures are the publisher's own. Kinetic Blocks has not measured this dataset.

About this dataset

RoboNet pools random and scripted object-interaction videos from seven robot arms (Sawyer, Franka Panda, Baxter, Fetch, Google R3, Kuka LBR iiwa, WidowX) recorded at four institutions. Each trajectory pairs RGB frames from one or more of 113 fixed viewpoints with the commanded actions and robot state. The corpus was built for video prediction and inverse-model pretraining rather than task-labelled demonstrations. It ships as a single 36 GB HDF5 archive on Google Drive.

Publisher's own task names: random object interaction, scripted object interaction, visual foresight, inverse model learning.

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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