Sandblasting Sim Dataset v2.1
這是一個專為 UR10e 機器人設計的模擬噴砂(Sandblasting)訓練資料集,使用 LeRobot v2.1 格式。
Dataset Summary
- Robot Type: UR10e
- Total Episodes: 2
- Total Frames: 2042
- FPS: 30
- Modality: Video, Robot States (6-DoF)
Dataset Structure
meta/info.json
{
"codebase_version": "v2.1",
"robot_type": "ur10e",
"total_episodes": 2,
"total_frames": 2042,
"total_tasks": 1,
"chunks_size": 1000,
"fps": 30,
"splits": {
"train": "0:2"
},
"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.side": {
"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
}
},
"observation.images.front": {
"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
}
},
"observation.state": {
"dtype": "float32",
"shape": [6],
"names": [
"position.shoulder_pan_joint",
"position.shoulder_lift_joint",
"position.elbow_joint",
"position.wrist_1_joint",
"position.wrist_2_joint",
"position.wrist_3_joint"
]
},
"action": {
"dtype": "float32",
"shape": [6],
"names": [
"position.shoulder_pan_joint",
"position.shoulder_lift_joint",
"position.elbow_joint",
"position.wrist_1_joint",
"position.wrist_2_joint",
"position.wrist_3_joint"
]
},
"is_first": { "dtype": "bool", "shape": [1], "names": null },
"is_last": { "dtype": "bool", "shape": [1], "names": null },
"is_terminal": { "dtype": "bool", "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_chunks": 1,
"total_videos": 4
}
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