metadata
license: apache-2.0
task_categories:
- robotics
tags:
- LeRobot
- robotics
- lerobot
- hud
configs:
- config_name: default
data_files: data/*/*.parquet
This dataset was created using LeRobot.
Dataset Description
- Homepage: [More Information Needed]
- Paper: [More Information Needed]
- License: apache-2.0
Dataset Structure
{
"codebase_version": "v3.0",
"fps": 10,
"features": {
"observation.images.agentview_image": {
"dtype": "video",
"shape": [
256,
256,
3
],
"names": [
"height",
"width",
"channel"
],
"info": {
"video.height": 256,
"video.width": 256,
"video.codec": "av1",
"video.pix_fmt": "yuv420p",
"video.is_depth_map": false,
"video.fps": 10,
"video.channels": 3,
"has_audio": false,
"video.g": 2,
"video.crf": 30,
"video.preset": 12,
"video.fast_decode": 0,
"video.video_backend": "pyav",
"video.extra_options": {}
}
},
"observation.images.robot0_eye_in_hand_image": {
"dtype": "video",
"shape": [
256,
256,
3
],
"names": [
"height",
"width",
"channel"
],
"info": {
"video.height": 256,
"video.width": 256,
"video.codec": "av1",
"video.pix_fmt": "yuv420p",
"video.is_depth_map": false,
"video.fps": 10,
"video.channels": 3,
"has_audio": false,
"video.g": 2,
"video.crf": 30,
"video.preset": 12,
"video.fast_decode": 0,
"video.video_backend": "pyav",
"video.extra_options": {}
}
},
"observation.state": {
"dtype": "float32",
"shape": [
8
],
"names": [
"robot0_eef_pos.x",
"robot0_eef_pos.y",
"robot0_eef_pos.z",
"robot0_eef_axis_angle.rx",
"robot0_eef_axis_angle.ry",
"robot0_eef_axis_angle.rz",
"robot0_gripper_qpos.finger_joint1",
"robot0_gripper_qpos.finger_joint2"
]
},
"action": {
"dtype": "float32",
"shape": [
7
],
"names": [
"delta_eef_pos.dx",
"delta_eef_pos.dy",
"delta_eef_pos.dz",
"delta_eef_axis_angle.drx",
"delta_eef_axis_angle.dry",
"delta_eef_axis_angle.drz",
"gripper.open_close"
]
},
"next.reward": {
"dtype": "float32",
"shape": [
1
],
"names": [
"reward"
]
},
"next.done": {
"dtype": "bool",
"shape": [
1
],
"names": [
"done"
]
},
"timestamp": {
"dtype": "float32",
"shape": [
1
],
"names": null
},
"frame_index": {
"dtype": "int64",
"shape": [
1
],
"names": null
},
"episode_index": {
"dtype": "int64",
"shape": [
1
],
"names": null
},
"index": {
"dtype": "int64",
"shape": [
1
],
"names": null
},
"task_index": {
"dtype": "int64",
"shape": [
1
],
"names": null
}
},
"total_episodes": 2,
"total_frames": 194,
"total_tasks": 2,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path": "videos/{video_key}/chunk-{chunk_index:03d}/file-{file_index:03d}.mp4",
"robot_type": "franka_panda_libero",
"splits": {
"train": "0:2"
}
}
Citation
BibTeX:
[More Information Needed]