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float32
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58.6
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int64
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1.76k
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End of preview. Expand in Data Studio

評価レポート

日付: 2025-12-05 モデル: o--hisa/act_pick_lego_triple_cam (Last) データセット: o-hsa/pick_lego_triple_cam (60 episodes)

結果

Episode 成功/失敗 備考
0 ✅ 成功
1 ✅ 成功
2 ✅ 成功
3 ❌ 失敗 ブロックを認識することができず
4 ✅ 成功
5 ❌ 失敗 ブロックを適切な角度で掴めず、ブロックが移動した後も同様の現象が見られる
6 ✅ 成功 掴みなおして成功
7 ❌ 失敗 ブロックを見つけることができず

成功率: 5/8

観察

  • 一定のサイズ未満だとブロックを認識できない
  • 同系統のサイズだとブロックを掴むことができる
  • 複雑な形だとどのように掴めば良いのか分からず失敗した後、掴み直しにも失敗する可能性が高い
  • ブロックの色が黒のため、ブロック形状がわかりづらい

改善案

  1. データセットに複数種類のブロックを掴むデータを追加する
  2. 小型すぎるブロックは省く
  3. 色のついたブロックを用意する

This dataset was created using LeRobot.

Dataset Structure

meta/info.json:

{
    "codebase_version": "v3.0",
    "robot_type": "so101_follower",
    "total_episodes": 9,
    "total_frames": 7953,
    "total_tasks": 1,
    "chunks_size": 1000,
    "data_files_size_in_mb": 100,
    "video_files_size_in_mb": 500,
    "fps": 30,
    "splits": {
        "train": "0:9"
    },
    "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",
            "names": [
                "shoulder_pan.pos",
                "shoulder_lift.pos",
                "elbow_flex.pos",
                "wrist_flex.pos",
                "wrist_roll.pos",
                "gripper.pos"
            ],
            "shape": [
                6
            ]
        },
        "observation.state": {
            "dtype": "float32",
            "names": [
                "shoulder_pan.pos",
                "shoulder_lift.pos",
                "elbow_flex.pos",
                "wrist_flex.pos",
                "wrist_roll.pos",
                "gripper.pos"
            ],
            "shape": [
                6
            ]
        },
        "observation.images.top": {
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            "shape": [
                480,
                640,
                3
            ],
            "names": [
                "height",
                "width",
                "channels"
            ],
            "info": {
                "video.height": 480,
                "video.width": 640,
                "video.codec": "av1",
                "video.pix_fmt": "yuv420p",
                "video.is_depth_map": false,
                "video.fps": 30,
                "video.channels": 3,
                "has_audio": false
            }
        },
        "observation.images.wrist": {
            "dtype": "video",
            "shape": [
                480,
                640,
                3
            ],
            "names": [
                "height",
                "width",
                "channels"
            ],
            "info": {
                "video.height": 480,
                "video.width": 640,
                "video.codec": "av1",
                "video.pix_fmt": "yuv420p",
                "video.is_depth_map": false,
                "video.fps": 30,
                "video.channels": 3,
                "has_audio": false
            }
        },
        "observation.images.side": {
            "dtype": "video",
            "shape": [
                480,
                640,
                3
            ],
            "names": [
                "height",
                "width",
                "channels"
            ],
            "info": {
                "video.height": 480,
                "video.width": 640,
                "video.codec": "av1",
                "video.pix_fmt": "yuv420p",
                "video.is_depth_map": false,
                "video.fps": 30,
                "video.channels": 3,
                "has_audio": false
            }
        },
        "timestamp": {
            "dtype": "float32",
            "shape": [
                1
            ],
            "names": null
        },
        "frame_index": {
            "dtype": "int64",
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            "names": null
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        "episode_index": {
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        "index": {
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        },
        "task_index": {
            "dtype": "int64",
            "shape": [
                1
            ],
            "names": null
        }
    }
}

Citation

BibTeX:

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