Datasets:
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observation.state sequence | action sequence | timestamp float32 0 82.6 | frame_index int64 0 826 | episode_index int64 0 49 | index int64 0 34.1k | task_index int64 0 0 |
|---|---|---|---|---|---|---|
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0.04857143014669418,
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0,
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End of preview. Expand
in Data Studio
This dataset was created using LeRobot.
Dataset Structure
{
"codebase_version": "v2.1",
"robot_type": "franka",
"total_episodes": 50,
"total_frames": 34112,
"total_tasks": 1,
"total_videos": 100,
"total_chunks": 1,
"chunks_size": 1000,
"fps": 10,
"splits": {
"train": "0:50"
},
"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.image": {
"dtype": "video",
"shape": [
128,
128,
3
],
"names": [
"height",
"width",
"channel"
],
"video_info": {
"video.fps": 5.0,
"video.codec": "av1",
"video.pix_fmt": "yuv420p",
"video.is_depth_map": false,
"has_audio": false
},
"info": {
"video.height": 128,
"video.width": 128,
"video.codec": "av1",
"video.pix_fmt": "yuv420p",
"video.is_depth_map": false,
"video.fps": 10,
"video.channels": 3,
"has_audio": false
}
},
"observation.images.wrist_image": {
"dtype": "video",
"shape": [
128,
128,
3
],
"names": [
"height",
"width",
"channel"
],
"video_info": {
"video.fps": 5.0,
"video.codec": "av1",
"video.pix_fmt": "yuv420p",
"video.is_depth_map": false,
"has_audio": false
},
"info": {
"video.height": 128,
"video.width": 128,
"video.codec": "av1",
"video.pix_fmt": "yuv420p",
"video.is_depth_map": false,
"video.fps": 10,
"video.channels": 3,
"has_audio": false
}
},
"observation.state": {
"dtype": "float32",
"shape": [
24
],
"names": [
"joint_1",
"joint_2",
"joint_3",
"joint_4",
"joint_5",
"joint_6",
"joint_7",
"gripper",
"matrix_1",
"matrix_2",
"matrix_3",
"matrix_4",
"matrix_5",
"matrix_6",
"matrix_7",
"matrix_8",
"matrix_9",
"matrix_10",
"matrix_11",
"matrix_12",
"matrix_13",
"matrix_14",
"matrix_15",
"matrix_16"
]
},
"action": {
"dtype": "float32",
"shape": [
7
],
"names": [
"x",
"y",
"z",
"roll",
"pitch",
"yaw",
"gripper"
]
},
"timestamp": {
"dtype": "float32",
"shape": [
1
],
"names": null
},
"frame_index": {
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"shape": [
1
],
"names": null
},
"episode_index": {
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"shape": [
1
],
"names": null
},
"index": {
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"shape": [
1
],
"names": null
},
"task_index": {
"dtype": "int64",
"shape": [
1
],
"names": null
}
}
}
Citation
BibTeX:
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