Datasets:
49 episodes · 50 fps · 2 cameras · 640×480 h264
This dataset was created using LeRobot.
Dataset Structure
{
"codebase_version": "v3.0",
"robot_type": "piper_tracer",
"total_episodes": 49,
"total_frames": 80293,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 50,
"splits": {
"train": "0:49"
},
"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",
"features": {
"observation.images.local": {
"dtype": "video",
"shape": [
480,
640,
3
],
"names": [
"height",
"width",
"channels"
],
"info": {
"video.height": 480,
"video.width": 640,
"video.codec": "h264",
"video.pix_fmt": "yuv420p",
"video.is_depth_map": false,
"video.fps": 50,
"video.channels": 3,
"has_audio": false
}
},
"observation.images.global": {
"dtype": "video",
"shape": [
480,
640,
3
],
"names": [
"height",
"width",
"channels"
],
"info": {
"video.height": 480,
"video.width": 640,
"video.codec": "h264",
"video.pix_fmt": "yuv420p",
"video.is_depth_map": false,
"video.fps": 50,
"video.channels": 3,
"has_audio": false
}
},
"observation.state": {
"dtype": "float32",
"shape": [
9
],
"names": [
"joint_1_rad",
"joint_2_rad",
"joint_3_rad",
"joint_4_rad",
"joint_5_rad",
"joint_6_rad",
"gripper_mm",
"base_linear_mps",
"base_angular_rad_s"
]
},
"action": {
"dtype": "float32",
"shape": [
9
],
"names": [
"joint_1_rad",
"joint_2_rad",
"joint_3_rad",
"joint_4_rad",
"joint_5_rad",
"joint_6_rad",
"gripper_mm",
"base_linear_mps",
"base_angular_rad_s"
]
},
"observation.base_odometry": {
"dtype": "float32",
"shape": [
6
],
"names": [
"x_m",
"y_m",
"orientation_z",
"orientation_w",
"linear_mps",
"angular_rad_s"
]
},
"observation.ee_pose_raw": {
"dtype": "float32",
"shape": [
6
],
"names": [
"x_0p001",
"y_0p001",
"z_0p001",
"roll_0p001",
"pitch_0p001",
"yaw_0p001"
]
},
"observation.gripper_effort": {
"dtype": "float32",
"shape": [
1
],
"names": [
"effort"
]
},
"annotation.phase": {
"dtype": "int64",
"shape": [
1
],
"names": [
"phase_id"
]
},
"annotation.control_source": {
"dtype": "int64",
"shape": [
1
],
"names": [
"source_id"
]
},
"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
}
}
}
Citation
BibTeX:
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