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Example Retargeted Motion and Simulated Robot Execution Derived from TACO

Dataset Description

This dataset contains samples of human demonstrations on manipulation tasks retargeted to bimanual Sharpa robot hands and episodes of robot executions that mimic the original human demonstrations. The former allows a Video to Data user to easily experiment with the Video to Data grounding pipeline, and the latter is an example of the grounded robot data that can be generated with the Video to Data pipeline. The base human demonstrations come from TACO, a large-scale bimanual hand-object interaction dataset. This data is approved for both commercial and non-commercial use.

This dataset is ready for commercial or non-commercial uses.

Dataset Owner(s)

NVIDIA Corporation

Dataset Creation Date

2026-08-01

Versioning

0.1

Previous Version(s): NA

License/Terms of Use

CC-BY-4.0

Intended Usage

This data is intended to demonstrate example outputs from the Video to Data pipeline. This data also allows users to easily experiment with the grounding portion of the pipeline or downstream training.

Dataset Characterization

Data Collection Method Synthetic

Labeling Method Synthetic

Dataset Format

Modality: Video, Motion Trajectories, Robot Actions

Format: Parquet and LeRobotv3

Dataset Quantification

Record Count: 1,215 Motion Sequences, 121,500 Robot Episodes, 1,215 Motion Parquets

Feature Count: Retargeted Motion Data: 2, Robot Data: 8

Total Data Storage: 924.8 GB

Reference(s)

Ethical Considerations

NVIDIA believes Trustworthy AI is a shared responsibility and we have established policies and practices to enable development for a wide array of AI applications. Developers should work with their internal developer teams to ensure this dataset meets requirements for the relevant industry and use case and addresses unforeseen product misuse.

Please report quality, risk, security vulnerabilities or NVIDIA AI Concerns here.

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