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RoboTurk Real Robot Dataset

111 hours of crowdsourced Sawyer teleoperation: 2,144 demos from 54 users on laundry layout, tower creation and object search, RGB-D plus joint data.

Published by Stanford Vision and Learning Lab, 2019-11

Open data
Commercial use OK

MIT

PriceFree

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

Get dataset Opens roboturk.stanford.edu in a new tab
From a terminal
wget http://downloads.cs.stanford.edu/downloads/roboturk_real_dataset/laundry_layout_dataset.zip

One zip per task on downloads.cs.stanford.edu: full sets 17.2 GB (laundry layout), 18.8 GB (object search), 18.8 GB (tower creation); mini sets of 10 demos each at 202, 355 and 310 MB using the _mini_dataset.zip suffix. Exact task filename tokens should be confirmed against the wiki before publishing the command.

Specification, as published

Hours (stated)
111 h
Episodes (stated)
2,144 episodes
Scale
2144 different demonstrations from 54 unique users
Task
Laundry & folding, Pick & place, Other
Environment
Indoor – lab
Modality
RGB, Depth, Proprioception, Actions
Capture
CCTV Scene
In frame
Robot hands
Captured in
United States of America
Embodiment
Sawyer
Formats
HDF5, MP4
Size
54.8 GB (17.2 + 18.8 + 18.8 GB across three task zips)
Hosted on
downloads.cs.stanford.edu

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

About this dataset

RoboTurk Real collects remote teleoperation demonstrations on a Sawyer arm, gathered from 54 crowd workers over one week. Three tabletop tasks are covered: laying out a laundry item, stacking a tower, and searching a bin for an object. Each demonstration stores Kinect RGB and depth video, a USB webcam stream, robot joint data and the operator's control signals with timestamps in HDF5 with aligned MP4 files. Full sets are 17 to 19 GB per task and 10-demo mini sets are available.

Publisher's own task names: Laundry Layout, Tower Creation, Object Search.

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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