mimicgen
Collection
MimicGen cross-embodiment LeRobot datasets — survey_20 set (viable task x robot combos by generation-yield survey, 500 demos each). • 214 items • Updated
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This dataset was created using LeRobot.
{
"codebase_version": "v3.0",
"robot_type": "cross_embodiment",
"total_episodes": 500,
"total_frames": 129685,
"total_tasks": 1,
"chunks_size": 1000,
"data_files_size_in_mb": 100,
"video_files_size_in_mb": 200,
"fps": 20,
"splits": {
"train": "0:500"
},
"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": {
"action": {
"dtype": "float32",
"shape": [
7
],
"names": {
"motors": [
"dx",
"dy",
"dz",
"drx",
"dry",
"drz",
"gripper"
]
}
},
"observation.state": {
"dtype": "float32",
"shape": [
2
],
"names": {
"motors": [
"zero0",
"zero1"
]
}
},
"observation.eef": {
"dtype": "float32",
"shape": [
7
],
"names": {
"motors": [
"eef_pos_x",
"eef_pos_y",
"eef_pos_z",
"eef_quat_x",
"eef_quat_y",
"eef_quat_z",
"eef_quat_w"
]
}
},
"observation.gripper": {
"dtype": "float32",
"shape": [
6
],
"names": {
"motors": [
"gripper_qpos_0",
"gripper_qpos_1",
"gripper_qpos_2",
"gripper_qpos_3",
"gripper_qpos_4",
"gripper_qpos_5"
]
}
},
"observation.joint": {
"dtype": "float32",
"shape": [
7
],
"names": {
"motors": [
"joint_pos_0",
"joint_pos_1",
"joint_pos_2",
"joint_pos_3",
"joint_pos_4",
"joint_pos_5",
"joint_pos_6"
]
}
},
"observation.eef_gripper": {
"dtype": "float32",
"shape": [
13
],
"names": {
"motors": [
"eef_pos_x",
"eef_pos_y",
"eef_pos_z",
"eef_quat_x",
"eef_quat_y",
"eef_quat_z",
"eef_quat_w",
"gripper_qpos_0",
"gripper_qpos_1",
"gripper_qpos_2",
"gripper_qpos_3",
"gripper_qpos_4",
"gripper_qpos_5"
]
}
},
"observation.joint_gripper": {
"dtype": "float32",
"shape": [
13
],
"names": {
"motors": [
"joint_pos_0",
"joint_pos_1",
"joint_pos_2",
"joint_pos_3",
"joint_pos_4",
"joint_pos_5",
"joint_pos_6",
"gripper_qpos_0",
"gripper_qpos_1",
"gripper_qpos_2",
"gripper_qpos_3",
"gripper_qpos_4",
"gripper_qpos_5"
]
}
},
"observation.images.agentview": {
"dtype": "video",
"shape": [
256,
256,
3
],
"names": [
"height",
"width",
"rgb"
],
"info": {
"video.height": 256,
"video.width": 256,
"video.codec": "av1",
"video.pix_fmt": "yuv420p",
"video.is_depth_map": false,
"video.fps": 20,
"video.channels": 3,
"has_audio": false
}
},
"observation.images.wrist": {
"dtype": "video",
"shape": [
256,
256,
3
],
"names": [
"height",
"width",
"rgb"
],
"info": {
"video.height": 256,
"video.width": 256,
"video.codec": "av1",
"video.pix_fmt": "yuv420p",
"video.is_depth_map": false,
"video.fps": 20,
"video.channels": 3,
"has_audio": false
}
},
"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
}
}
}
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