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Fourier ActionNet

About 140 hours and 30k+ teleoperated humanoid trajectories on Fourier GR1 and GR2 with dexterous hands: tabletop pick-and-place, pouring, insertion.

Published by Fourier, 2025-03

Open data
Non-commercial only

CC BY-NC-SA 4.0

PriceFree

The publisher's licence restricts use to research and other non-commercial purposes.

Get it from Fourier Opens huggingface.co in a new tab

The host asks you to sign in to Hugging Face and accept the publisher's terms before it serves files.

From a terminal
huggingface-cli download --repo-type dataset FourierIntelligence/ActionNet --local-dir ./ActionNet

Auto-gated on Hugging Face: contact information must be shared before files are accessible. 2.74 TB in tar archives that must be extracted (find . -type f -name "*.tar" | xargs -I {} tar -xf {}). Licence CC BY-NC-SA 4.0 (non-commercial); tooling under Apache 2.0.

Specification, as published

Hours (stated)
140 h
Episodes (stated)
30,000 episodes
Scale
around 140 hours of interaction data, over 30K teleoperated trajectories
Task
Pick & place, Cooking & food prep, Tidying & put-away, Other
Environment
Indoor – lab
Modality
RGB, Depth, Proprioception, Actions, Hand pose, Language
Capture
Egocentric
In frame
Robot hands
Captured in
China
Embodiment
Fourier GR1-T1, Fourier GR1-T2, Fourier GR2
Formats
HDF5, MP4, JSON, LeRobot v2, Other
Size
2.74 TB
Hosted on
Hugging Face

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

About this dataset

Fourier ActionNet is a humanoid manipulation dataset of roughly 140 hours and more than 30,000 teleoperated trajectories captured on Fourier GR1-T1, GR1-T2 and GR2 robots fitted with six- and twelve-DoF dexterous hands. Tasks are tabletop household manipulations such as pick-and-place, pouring, insertion, cabinet interaction and precise placement with randomised layouts. Episodes pair an HDF5 file of joint states and actions with H.264 RGB and Z16 depth video from an OAK-D camera, and a script converts the set to LeRobot v2.

Publisher's own task names: pick-and-place, pouring, insertion, cabinet interaction, precise placement, noisy manipulation.

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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