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observation.tcp_offset.linear.x
float32
-0.2
0.29
observation.tcp_offset.linear.y
float32
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observation.tcp_offset.linear.z
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observation.tcp_offset.angular.x
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observation.tcp_offset.angular.y
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observation.tcp_offset.angular.z
float32
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observation.task_id.plug_type
listlengths
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observation.task_id.nic_card
listlengths
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observation.task_id.sfp_port
listlengths
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observation.task_id.sc_rail
listlengths
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observation.task_id.sc_port
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2
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action.tcp_offset.linear.x
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action.tcp_offset.linear.y
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action.tcp_offset.linear.z
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action.tcp_offset.angular.x
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action.tcp_offset.angular.y
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action.tcp_offset.angular.z
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timestamp
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End of preview. Expand in Data Studio

AIC Robotics Dataset

This dataset was created using LeRobot and is designed for training robotics imitation learning models on SFP and SC cable plugging tasks on a modular task board.

Dataset Overview

  • Robot Type: AIC
  • Total Episodes: 80
  • Total Frames: 22,090
  • Total Tasks: 12
  • FPS: 20

Training Information: Input and Output

To train a model (e.g., using a policy head) with this dataset, the following inputs and outputs should be used:

πŸ“₯ Inputs (Observations)

The model should take the following as input at each timestep:

  1. Visual Data (RGB Videos):
    • observation.images.left_camera: (256, 288, 3)
    • observation.images.center_camera: (256, 288, 3)
    • observation.images.right_camera: (256, 288, 3)
  2. Kinematic State (TCP Offset):
    • observation.tcp_offset.linear: [x, y, z] values.
    • observation.tcp_offset.angular: [x, y, z] values.
  3. Task Conditionals (One-hot encoded):
    • plug_type: [is_sfp, is_sc]
    • nic_card: [is_0, is_1, is_2, is_3, is_4]
    • sfp_port: [is_0, is_1]
    • sc_rail: [is_0, is_1]
    • sc_port: [is_0, is_1, is_2, is_3, is_4]

πŸ“€ Outputs (Actions)

The model should predict the following values for the next step:

  1. TCP Offset Delta (Actions):
    • action.tcp_offset.linear: Target [x, y, z] offset.
    • action.tcp_offset.angular: Target [x, y, z] offset.

Dataset Structure

The core features as defined in meta/info.json are:

{
    "observation.images.left_camera": "video (256, 288, 3)",
    "observation.images.center_camera": "video (256, 288, 3)",
    "observation.images.right_camera": "video (256, 288, 3)",
    "observation.tcp_offset.linear.x/y/z": "float32",
    "observation.tcp_offset.angular.x/y/z": "float32",
    "observation.task_id.plug_type": "float32[2]",
    "observation.task_id.nic_card": "float32[5]",
    "observation.task_id.sfp_port": "float32[2]",
    "observation.task_id.sc_rail": "float32[2]",
    "observation.task_id.sc_port": "float32[5]",
    "action.tcp_offset.linear.x/y/z": "float32",
    "action.tcp_offset.angular.x/y/z": "float32"
}

Dataset Files

  • data/: Contains episode data in Parquet format.
  • meta/: Contains dataset information, statistics, and task definitions.
  • videos/: Contains the raw video streams for each camera view.
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