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Datasets/General manipulation/DROID 1.0.1 — Diverse Real-World Robot Manipulation
✓ Source card reviewedApache 2.0Version: LeRobot v3

DROID 1.0.1 — Diverse Real-World Robot Manipulation

A large, diverse real-world manipulation corpus converted to LeRobot v3, with 95,658 episodes, 49,630 language-described tasks, multi-camera observations, and robot actions at 15 Hz.

DC
Published by DROID CollaborationLeRobot / Hugging Face · Source updated 17 Jul 2026 · Reviewed 17 Jul 2026
View dataset files 40M frames · LeRobot v3Downloads and licence terms are handled by the original publisher on Hugging Face.

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This dataset, explained simply

Advanced

A very large collection of real Franka robot demonstrations recorded across many rooms and manipulation tasks.

WHAT CAN I TRAIN?General-purpose manipulation policiesLanguage-conditioned robot policiesVisual representation models
WHAT DO I NEED?Large storage and downloadA capable GPU for trainingStart with a small subset
SUITABILITY✓ Contains robot actions✓ Real-world recordings✓ Includes language
New to the terminology?Episode = one complete attemptObservation = what the robot sees and sensesAction = the command sent to the robot

VERIFICATION RECORD

What EmbodiedData checked

Source statusAvailable at publisherLast checked17 July 2026Dataset versionLeRobot v3Training instructionsNot tested by EmbodiedData

Verification confirms the linked metadata at the stated date. It is not a guarantee that upstream files, dependencies or licences will remain unchanged.

Dataset previewIllustrative image—not an original dataset frame
Preview only
PUBLISHER-HOSTED MEDIAOpen genuine dataset samplesDROID Collaboration · source repositoryView real samples at source ↗
EXAMPLE OF THE TASKMove the red mug from the table into the clear storage bin.
View real samples on Hugging Face ↗

Original media, file structure, and dataset viewer are provided by the publisher.

DATASET OVERVIEW

What the publisher reports

A large, diverse real-world manipulation corpus converted to LeRobot v3, with 95,658 episodes, 49,630 language-described tasks, multi-camera observations, and robot actions at 15 Hz.

95,658Reported episodes
15 HzReported frequency
350+ hoursReported duration
LeRobot v3Dataset format

KNOWN CONFIGURATION

Robot, observations and reuse

Robot or capture systemFranka Panda
Reported observationsMulti-view RGB, Robot state, Language
ActionsRobot actions are included
EnvironmentReal-world · 49,630 tasks
Licence shown on source cardApache 2.0

TRUST & LIMITATIONS

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Original Hugging Face source linkChecked
Summary against publisher cardReviewed
File integrity and missing valuesNot independently tested
Privacy, safety and legal complianceNot independently tested

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SOURCE & CITATION

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