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- data/train.jsonl +5 -0
- data/validation.jsonl +2 -0
- meta/info.json +28 -0
README.md
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# Stacking Blocks Dataset
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Dieses Dataset enthält Trainingsdaten für das Stapeln von Bauklötzen mit dem Roboterarm.
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## Aufgabe
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**Task Instruction:** "Stapele die Blöcke auf einem Stapel"
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## Struktur
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- `meta/info.json`: Dataset-Metadaten
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- `data/train.jsonl`: Trainingsdaten
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- `data/validation.jsonl`: Validierungsdaten
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- `images/`: Bilddateien
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## Objekte
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Das Dataset enthält verschiedene Bauklötze:
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- Roter Bauklotz
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- Blauer Bauklotz
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- Grüner Bauklotz
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- Gelber Bauklotz
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- Stapel von Bauklötzen
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## Verwendung
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Das Dataset kann für das Training von BB-ACT Modellen verwendet werden, um das Stapeln von Bauklötzen zu lernen.
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data/train.jsonl
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{"image_key": "context_camera", "target_detection_instruction": "roter Bauklotz", "image_path": "images/train_001.jpg", "metadata": {"camera": "context_camera", "object": "roter Bauklotz", "position": [100, 200, 50], "task": "stacking_blocks", "instruction": "Stapele die Bl\u00f6cke auf einem Stapel"}}
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{"image_key": "context_camera", "target_detection_instruction": "blauer Bauklotz", "image_path": "images/train_002.jpg", "metadata": {"camera": "context_camera", "object": "blauer Bauklotz", "position": [150, 250, 50], "task": "stacking_blocks", "instruction": "Stapele die Bl\u00f6cke auf einem Stapel"}}
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{"image_key": "context_camera", "target_detection_instruction": "gr\u00fcner Bauklotz", "image_path": "images/train_003.jpg", "metadata": {"camera": "context_camera", "object": "gr\u00fcner Bauklotz", "position": [200, 300, 50], "task": "stacking_blocks", "instruction": "Stapele die Bl\u00f6cke auf einem Stapel"}}
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{"image_key": "context_camera", "target_detection_instruction": "gelber Bauklotz", "image_path": "images/train_004.jpg", "metadata": {"camera": "context_camera", "object": "gelber Bauklotz", "position": [250, 350, 50], "task": "stacking_blocks", "instruction": "Stapele die Bl\u00f6cke auf einem Stapel"}}
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{"image_key": "context_camera", "target_detection_instruction": "Stapel von Baukl\u00f6tzen", "image_path": "images/train_005.jpg", "metadata": {"camera": "context_camera", "object": "Stapel von Baukl\u00f6tzen", "position": [175, 275, 100], "task": "stacking_blocks", "instruction": "Stapele die Bl\u00f6cke auf einem Stapel"}}
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data/validation.jsonl
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{"image_key": "context_camera", "target_detection_instruction": "roter Bauklotz", "image_path": "images/val_001.jpg", "metadata": {"camera": "context_camera", "object": "roter Bauklotz", "position": [120, 220, 50], "task": "stacking_blocks", "instruction": "Stapele die Bl\u00f6cke auf einem Stapel"}}
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{"image_key": "context_camera", "target_detection_instruction": "Stapel von Baukl\u00f6tzen", "image_path": "images/val_002.jpg", "metadata": {"camera": "context_camera", "object": "Stapel von Baukl\u00f6tzen", "position": [180, 280, 120], "task": "stacking_blocks", "instruction": "Stapele die Bl\u00f6cke auf einem Stapel"}}
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meta/info.json
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{
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"dataset_info": {
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"dataset_name": "stacking_blocks",
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"description": "Robot arm dataset for training BB-ACT model to stack blocks",
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"license": "apache-2.0",
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"tags": [
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"robotics",
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"computer-vision",
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"object-detection",
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"manipulation"
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],
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"task_categories": [
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"object-detection",
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"manipulation"
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],
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"language": "de",
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"task_instruction": "Stapele die Bl\u00f6cke auf einem Stapel"
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},
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"configs": [
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{
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"name": "default",
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"data_files": {
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"train": "data/train.jsonl",
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"validation": "data/validation.jsonl"
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}
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}
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]
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}
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