metadata
license: apache-2.0
task_categories:
- robotics
tags:
- LeRobot
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": 30,
"features": {
"action": {
"dtype": "float32",
"shape": [
8
],
"names": [
"action_0",
"action_1",
"action_2",
"action_3",
"action_4",
"action_5",
"action_6",
"action_7"
]
},
"observation.state": {
"dtype": "float32",
"shape": [
16
],
"names": [
"qpos_0",
"qpos_1",
"qpos_2",
"qpos_3",
"qpos_4",
"qpos_5",
"qpos_6",
"qpos_7",
"qpos_8",
"tcp_pose_0",
"tcp_pose_1",
"tcp_pose_2",
"tcp_pose_3",
"tcp_pose_4",
"tcp_pose_5",
"tcp_pose_6"
]
},
"observation.images.base_camera": {
"dtype": "video",
"shape": [
224,
224,
3
],
"names": [
"height",
"width",
"channels"
],
"info": {
"video.height": 224,
"video.width": 224,
"video.codec": "av1",
"video.pix_fmt": "yuv420p",
"video.is_depth_map": false,
"video.fps": 30,
"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.hand_camera": {
"dtype": "video",
"shape": [
224,
224,
3
],
"names": [
"height",
"width",
"channels"
],
"info": {
"video.height": 224,
"video.width": 224,
"video.codec": "av1",
"video.pix_fmt": "yuv420p",
"video.is_depth_map": false,
"video.fps": 30,
"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.segmentation.base_camera": {
"dtype": "int16",
"shape": [
224,
224,
1
],
"names": [
"height",
"width",
"channels"
]
},
"observation.segmentation.hand_camera": {
"dtype": "int16",
"shape": [
224,
224,
1
],
"names": [
"height",
"width",
"channels"
]
},
"reward": {
"dtype": "float32",
"shape": [
1
],
"names": null
},
"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": 50,
"total_frames": 5384,
"total_tasks": 1,
"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": "stackcube",
"splits": {
"train": "0:50"
}
}
Citation
BibTeX:
[More Information Needed]