UnifoLM-VLA-0
Collection
15 items
•
Updated
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observation.left_arm
list | observation.right_arm
list | observation.left_gripper
float32 | observation.right_gripper
float32 | observation.left_ee
list | observation.right_ee
list | observation.body
list | action.left_arm
list | action.right_arm
list | action.left_gripper
float32 | action.right_gripper
float32 | action.left_ee
list | action.right_ee
list | action.body
list | timestamp
float32 | frame_index
int64 | episode_index
int64 | index
int64 | task_index
int64 |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
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End of preview.
This dataset was created using LeRobot.
- Due to the inability to precisely describe spatial positions, adjust the scene to closely match the first frame of the dataset after installing the hardware as specified in Part 5 of AVP Teleoperation Documentation.
- Data collection is not completed in a single session, and variations between data entries exist. Ensure these variations are accounted for during model training.
Dataset Structure
{
"codebase_version": "v2.1",
"robot_type": "G1_ALL",
"total_episodes": 200,
"total_frames": 158476,
"total_tasks": 1,
"total_videos": 800,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:200"
},
"data_path": "data/chunk-{episode_chunk:03d}/episode_{episode_index:06d}.parquet",
"video_path": "videos/chunk-{episode_chunk:03d}/{video_key}/episode_{episode_index:06d}.mp4",
"features": {
"observation.left_arm": {
"dtype": "float32",
"shape": [
7
],
"names": [
"kLeftShoulderPitch",
"kLeftShoulderRoll",
"kLeftShoulderYaw",
"kLeftElbow",
"kLeftWristRoll",
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"kLeftWristYaw"
]
},
"observation.right_arm": {
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"shape": [
7
],
"names": [
"kRightShoulderPitch",
"kRightShoulderRoll",
"kRightShoulderYaw",
"kRightElbow",
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"kRightWristYaw"
]
},
"observation.left_gripper": {
"dtype": "float32",
"shape": [
1
],
"names": [
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]
},
"observation.right_gripper": {
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"names": [
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]
},
"observation.left_ee": {
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"shape": [
6
],
"names": [
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"kLeftEEY",
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"kLeftEEP",
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]
},
"observation.right_ee": {
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"shape": [
6
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"names": [
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]
},
"observation.body": {
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"names": [
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"kWaistYaw",
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"kLeftShoulderPitch",
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"kLeftElbow",
"kLeftWristRoll",
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},
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},
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},
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"names": [
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]
},
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"kRightEEY",
"kRightEEZ",
"kRightEER",
"kRightEEP",
"kRightEEY"
]
},
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"names": [
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},
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}
},
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],
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],
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}
},
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],
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],
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"video.channels": 3,
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}
},
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},
"frame_index": {
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}
}
Citation
BibTeX:
[More Information Needed]
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Homepage:
UnifoLM-VLA-0
License:
apache-2.0
Task Objective:
Pour the medicine from the bottle into the box.
Operation Duration:
Each operation takes approximately 20 to 40 seconds.
Recording Frequency:
30 Hz.
Robot Type:
7-DOF dual-arm G1 robot.
End Effector:
Gripper.
Dual-Arm Operation:
Yes.
Image Resolution:
640x480.
Camera Positions:
Wrist-mounted (monocular camera) + head-mounted (binocular cameras).
Data Content:
• Current camera view images.
Robot Initial Posture:
The first robot state in each dataset entry.
Object Placement:
Randomly placed within the robot arm's motion range and the field of view of the robot's head-mounted camera.
Camera View:
.
Important Notes:
Important Notes: