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Universal Robot Arm Dataset (HuggingFace Viewable)

This dataset contains robot manipulation data extracted from a ROS2 bag file, processed into a HuggingFace-compatible format for easy viewing and analysis.

Dataset Contents

The dataset includes various sensor and control data from a robot arm:

  • Joint States: Position, velocity, and effort of robot joints
  • TF Transforms: Robot's kinematic state
  • Robot Description: URDF and SRDF data
  • Logging Information: Rosout messages
  • Servo Node Status: Status information from the robot's servo nodes
  • Controller Trajectory: Joint trajectory commands and states

Data Format

This dataset is in HuggingFace datasets format with:

  • 4,245 samples of robot manipulation data
  • Train split with all data
  • Compatible with HuggingFace dataset viewer
  • Each sample contains observations and actions

Usage

You can load this dataset using HuggingFace datasets:

Data Structure

Each sample contains:

  • : Joint positions (14 values)
  • : Joint actions (14 values)
  • : Various sensor data
  • : Time information
  • : Frame number
  • : Episode number

Visualization

This dataset is compatible with HuggingFace's dataset viewer for interactive exploration.

License

[Specify your dataset license here, e.g., MIT, Apache 2.0, etc.]

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