metadata
license: mit
task_categories:
- robotics
tags:
- LeRobot
configs:
- config_name: default
data_files: data/*/*.parquet
This dataset was created using LeRobot.
Dataset Description
- Homepage: https://sites.google.com/view/conq-hose-manipulation-dataset/home
- Paper: [More Information Needed]
- License: mit
Dataset Structure
{
"codebase_version": "v2.0",
"robot_type": "unknown",
"total_episodes": 139,
"total_frames": 8277,
"total_tasks": 3,
"total_videos": 417,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:139"
},
"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.images.frontright_fisheye_image": {
"dtype": "video",
"shape": [
726,
604,
3
],
"names": [
"height",
"width",
"channel"
],
"video_info": {
"video.fps": 30.0,
"video.codec": "av1",
"video.pix_fmt": "yuv420p",
"video.is_depth_map": false,
"has_audio": false
}
},
"observation.images.hand_color_image": {
"dtype": "video",
"shape": [
480,
640,
3
],
"names": [
"height",
"width",
"channel"
],
"video_info": {
"video.fps": 30.0,
"video.codec": "av1",
"video.pix_fmt": "yuv420p",
"video.is_depth_map": false,
"has_audio": false
}
},
"observation.images.frontleft_fisheye_image": {
"dtype": "video",
"shape": [
726,
604,
3
],
"names": [
"height",
"width",
"channel"
],
"video_info": {
"video.fps": 30.0,
"video.codec": "av1",
"video.pix_fmt": "yuv420p",
"video.is_depth_map": false,
"has_audio": false
}
},
"language_instruction": {
"dtype": "string",
"shape": [
1
],
"names": null
},
"observation.state": {
"dtype": "float32",
"shape": [
68
],
"names": {
"motors": [
"motor_0",
"motor_1",
"motor_2",
"motor_3",
"motor_4",
"motor_5",
"motor_6",
"motor_7",
"motor_8",
"motor_9",
"motor_10",
"motor_11",
"motor_12",
"motor_13",
"motor_14",
"motor_15",
"motor_16",
"motor_17",
"motor_18",
"motor_19",
"motor_20",
"motor_21",
"motor_22",
"motor_23",
"motor_24",
"motor_25",
"motor_26",
"motor_27",
"motor_28",
"motor_29",
"motor_30",
"motor_31",
"motor_32",
"motor_33",
"motor_34",
"motor_35",
"motor_36",
"motor_37",
"motor_38",
"motor_39",
"motor_40",
"motor_41",
"motor_42",
"motor_43",
"motor_44",
"motor_45",
"motor_46",
"motor_47",
"motor_48",
"motor_49",
"motor_50",
"motor_51",
"motor_52",
"motor_53",
"motor_54",
"motor_55",
"motor_56",
"motor_57",
"motor_58",
"motor_59",
"motor_60",
"motor_61",
"motor_62",
"motor_63",
"motor_64",
"motor_65",
"motor_66",
"motor_67"
]
}
},
"action": {
"dtype": "float32",
"shape": [
7
],
"names": {
"motors": [
"motor_0",
"motor_1",
"motor_2",
"motor_3",
"motor_4",
"motor_5",
"motor_6"
]
}
},
"timestamp": {
"dtype": "float32",
"shape": [
1
],
"names": null
},
"episode_index": {
"dtype": "int64",
"shape": [
1
],
"names": null
},
"frame_index": {
"dtype": "int64",
"shape": [
1
],
"names": null
},
"next.reward": {
"dtype": "float32",
"shape": [
1
],
"names": null
},
"next.done": {
"dtype": "bool",
"shape": [
1
],
"names": null
},
"index": {
"dtype": "int64",
"shape": [
1
],
"names": null
},
"task_index": {
"dtype": "int64",
"shape": [
1
],
"names": null
}
}
}
Citation
BibTeX:
@misc{ConqHoseManipData,
author={Peter Mitrano and Dmitry Berenson},
title={Conq Hose Manipulation Dataset, v1.15.0},
year={2024},
howpublished={https://sites.google.com/view/conq-hose-manipulation-dataset}
}