Datasets:
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",
"robot_type": "Panda",
"total_episodes": 207,
"total_frames": 30774,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 20,
"splits": {
"train": "0:207"
},
"data_path": "data/chunk-{chunk_index:03d}/file-{file_index:03d}.parquet",
"video_path": null,
"features": {
"is_first": {
"dtype": "bool",
"shape": [
1
],
"names": null
},
"is_last": {
"dtype": "bool",
"shape": [
1
],
"names": null
},
"is_terminal": {
"dtype": "bool",
"shape": [
1
],
"names": null
},
"language_instruction": {
"dtype": "string",
"shape": [
1
],
"names": null
},
"observation.images.image_0": {
"dtype": "image",
"shape": [
256,
256,
3
],
"names": [
"height",
"width",
"channels"
]
},
"observation.images.image_1": {
"dtype": "image",
"shape": [
256,
256,
3
],
"names": [
"height",
"width",
"channels"
]
},
"observation.state": {
"dtype": "float32",
"shape": [
7
],
"names": {
"axes": [
"eef_x",
"eef_y",
"eef_z",
"eef_roll",
"eef_pitch",
"eef_yaw",
"gripper"
]
}
},
"observation.eef_state": {
"dtype": "float32",
"shape": [
6
],
"names": {
"axes": [
"x",
"y",
"z",
"roll",
"pitch",
"yaw"
]
}
},
"observation.gripper_state": {
"dtype": "float32",
"shape": [
1
],
"names": null
},
"action": {
"dtype": "float32",
"shape": [
7
],
"names": {
"axes": [
"dx",
"dy",
"dz",
"droll",
"dpitch",
"dyaw",
"gripper"
]
}
},
"discount": {
"dtype": "float32",
"shape": [
1
],
"names": null
},
"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
}
}
}
Citation
BibTeX:
[More Information Needed]