Datasets:
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Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
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Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
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Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
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Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
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Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
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Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
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Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
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Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
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Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
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Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
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Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
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Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
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Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
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Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
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Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
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Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
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Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
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Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
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Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
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Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
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Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
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Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
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Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
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Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
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Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
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Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
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Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
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Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
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Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | Yes, there is 1 defect detected in this image. The locations are: overheated at [131, 914, 187, 965]. | null | overheated | visual_question_answering | {
"source": "OT",
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Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
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Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
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Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
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Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
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Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
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Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
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Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
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Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
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Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
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Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
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Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
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Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
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Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
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Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
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Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
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Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
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Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
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Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
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Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
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} | |
Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
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} | |
Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
"source": "OT",
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} | |
Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
"source": "OT",
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"objects": []
} | |
Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
"source": "OT",
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} | |
Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
"source": "OT",
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} | |
Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
"source": "OT",
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"objects": []
} | |
Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
"source": "OT",
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"objects": []
} | |
Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
"source": "OT",
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"objects": []
} | |
Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
"source": "OT",
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"objects": []
} | |
Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
"source": "OT",
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"objects": []
} | |
Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
"source": "OT",
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"objects": []
} | |
Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
"source": "OT",
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"objects": []
} | |
Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
"source": "OT",
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"objects": []
} | |
Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
"source": "OT",
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"objects": []
} | |
Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
"source": "OT",
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"objects": []
} | |
Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | Yes, there is 1 defect detected in this image. The locations are: overheated at [81, 1303, 125, 1352]. | null | overheated | visual_question_answering | {
"source": "OT",
"image_width": 2000,
"image_height": 2000,
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"objects": [
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Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
"source": "OT",
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"objects": []
} | |
Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
"source": "OT",
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} | |
Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
"source": "OT",
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"objects": []
} | |
Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
"source": "OT",
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"objects": []
} | |
Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
"source": "OT",
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"objects": []
} | |
Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
"source": "OT",
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"objects": []
} | |
Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
"source": "OT",
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"objects": []
} | |
Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
"source": "OT",
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"objects": []
} | |
Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
"source": "OT",
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"objects": []
} | |
Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
"source": "OT",
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"objects": []
} | |
Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
"source": "OT",
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"bbox_format": "xyxy",
"coordinate_system": "pixel",
"objects": []
} | |
Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | Yes, there is 1 defect detected in this image. The locations are: overheated at [1066, 1130, 1129, 1166]. | null | overheated | visual_question_answering | {
"source": "OT",
"image_width": 2000,
"image_height": 2000,
"num_objects": 1,
"annotation_file": "SI383820211201123521_156_005_640_Int_32F.xml",
"annotation_format": "pascal_voc_xml",
"annotation_status": "voc_xml_with_objects",
"bbox_format": "xyxy",
"coordinate_system": "pixel",
"objects": [
... | |
Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
"source": "OT",
"image_width": null,
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"num_objects": 0,
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"annotation_status": "no_matching_voc_xml_assumed_no_defect",
"bbox_format": "xyxy",
"coordinate_system": "pixel",
"objects": []
} | |
Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
"source": "OT",
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"bbox_format": "xyxy",
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"objects": []
} | |
Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
"source": "OT",
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"annotation_status": "no_matching_voc_xml_assumed_no_defect",
"bbox_format": "xyxy",
"coordinate_system": "pixel",
"objects": []
} | |
Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
"source": "OT",
"image_width": null,
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"annotation_status": "no_matching_voc_xml_assumed_no_defect",
"bbox_format": "xyxy",
"coordinate_system": "pixel",
"objects": []
} | |
Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
"source": "OT",
"image_width": null,
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"num_objects": 0,
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"annotation_status": "no_matching_voc_xml_assumed_no_defect",
"bbox_format": "xyxy",
"coordinate_system": "pixel",
"objects": []
} | |
Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
"source": "OT",
"image_width": null,
"image_height": null,
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"annotation_status": "no_matching_voc_xml_assumed_no_defect",
"bbox_format": "xyxy",
"coordinate_system": "pixel",
"objects": []
} | |
Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
"source": "OT",
"image_width": null,
"image_height": null,
"num_objects": 0,
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"annotation_status": "no_matching_voc_xml_assumed_no_defect",
"bbox_format": "xyxy",
"coordinate_system": "pixel",
"objects": []
} | |
Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
"source": "OT",
"image_width": null,
"image_height": null,
"num_objects": 0,
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"annotation_status": "no_matching_voc_xml_assumed_no_defect",
"bbox_format": "xyxy",
"coordinate_system": "pixel",
"objects": []
} | |
Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
"source": "OT",
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"annotation_status": "no_matching_voc_xml_assumed_no_defect",
"bbox_format": "xyxy",
"coordinate_system": "pixel",
"objects": []
} | |
Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
"source": "OT",
"image_width": null,
"image_height": null,
"num_objects": 0,
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"annotation_status": "no_matching_voc_xml_assumed_no_defect",
"bbox_format": "xyxy",
"coordinate_system": "pixel",
"objects": []
} | |
Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
"source": "OT",
"image_width": null,
"image_height": null,
"num_objects": 0,
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"annotation_status": "no_matching_voc_xml_assumed_no_defect",
"bbox_format": "xyxy",
"coordinate_system": "pixel",
"objects": []
} | |
Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
"source": "OT",
"image_width": null,
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"num_objects": 0,
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"annotation_status": "no_matching_voc_xml_assumed_no_defect",
"bbox_format": "xyxy",
"coordinate_system": "pixel",
"objects": []
} | |
Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
"source": "OT",
"image_width": null,
"image_height": null,
"num_objects": 0,
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"annotation_status": "no_matching_voc_xml_assumed_no_defect",
"bbox_format": "xyxy",
"coordinate_system": "pixel",
"objects": []
} | |
Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
"source": "OT",
"image_width": null,
"image_height": null,
"num_objects": 0,
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"annotation_status": "no_matching_voc_xml_assumed_no_defect",
"bbox_format": "xyxy",
"coordinate_system": "pixel",
"objects": []
} | |
Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
"source": "OT",
"image_width": null,
"image_height": null,
"num_objects": 0,
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"annotation_status": "no_matching_voc_xml_assumed_no_defect",
"bbox_format": "xyxy",
"coordinate_system": "pixel",
"objects": []
} | |
Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
"source": "OT",
"image_width": null,
"image_height": null,
"num_objects": 0,
"annotation_file": null,
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"annotation_status": "no_matching_voc_xml_assumed_no_defect",
"bbox_format": "xyxy",
"coordinate_system": "pixel",
"objects": []
} | |
Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
"source": "OT",
"image_width": null,
"image_height": null,
"num_objects": 0,
"annotation_file": null,
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"annotation_status": "no_matching_voc_xml_assumed_no_defect",
"bbox_format": "xyxy",
"coordinate_system": "pixel",
"objects": []
} | |
Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
"source": "OT",
"image_width": null,
"image_height": null,
"num_objects": 0,
"annotation_file": null,
"annotation_format": null,
"annotation_status": "no_matching_voc_xml_assumed_no_defect",
"bbox_format": "xyxy",
"coordinate_system": "pixel",
"objects": []
} | |
Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
"source": "OT",
"image_width": null,
"image_height": null,
"num_objects": 0,
"annotation_file": null,
"annotation_format": null,
"annotation_status": "no_matching_voc_xml_assumed_no_defect",
"bbox_format": "xyxy",
"coordinate_system": "pixel",
"objects": []
} | |
Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
"source": "OT",
"image_width": null,
"image_height": null,
"num_objects": 0,
"annotation_file": null,
"annotation_format": null,
"annotation_status": "no_matching_voc_xml_assumed_no_defect",
"bbox_format": "xyxy",
"coordinate_system": "pixel",
"objects": []
} | |
Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
"source": "OT",
"image_width": null,
"image_height": null,
"num_objects": 0,
"annotation_file": null,
"annotation_format": null,
"annotation_status": "no_matching_voc_xml_assumed_no_defect",
"bbox_format": "xyxy",
"coordinate_system": "pixel",
"objects": []
} | |
Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
"source": "OT",
"image_width": null,
"image_height": null,
"num_objects": 0,
"annotation_file": null,
"annotation_format": null,
"annotation_status": "no_matching_voc_xml_assumed_no_defect",
"bbox_format": "xyxy",
"coordinate_system": "pixel",
"objects": []
} | |
Analyze this Laser Powder Bed Fusion image. Are there any manufacturing defects? If so, provide their locations. | No, there are no visible defects detected in this image. | null | no_defect | visual_question_answering | {
"source": "OT",
"image_width": null,
"image_height": null,
"num_objects": 0,
"annotation_file": null,
"annotation_format": null,
"annotation_status": "no_matching_voc_xml_assumed_no_defect",
"bbox_format": "xyxy",
"coordinate_system": "pixel",
"objects": []
} |
End of preview. Expand in Data Studio
LPBF defect-detection VQA
VQA-formatted version of the provided laser powder bed fusion defect dataset.
The OT and PB configurations are independent and should be treated as two
separate data sources.
Record format
Each record has query, image, annot, reasoning, cate, task, and
metadata. query is the VQA question and annot is a
natural-language answer: it first says whether a defect exists, then gives the
class and location of every defect. The original Pascal VOC boxes are preserved
in metadata.objects as pixel [xmin, ymin, xmax, ymax] (xyxy) values.
reasoning is null because no reasoning was supplied by the source data.
The VQA query is: Identify every visible defect in the image and return its class and bounding box.
| Configuration | Images | Positive images | Defect label |
|---|---|---|---|
| OT | 2,674 | 1,122 | overheated |
| PB | 2,638 | 1,529 | defects |
All images are included. Images without a matching XML and XML files with no
objects become no_defect VQA records with the answer “No, there are no
visible defects detected in this image.” metadata.annotation_status records
whether a negative example came from an empty XML or the no-XML convention.
Upload-ready layout
hf_vqa/
├── README.md
└── data/
├── OT/train-00000-of-00001.parquet
└── PB/train-00000-of-00001.parquet
Each Parquet file embeds image bytes in the image column, so the hf_vqa/
folder alone is the upload artifact. The raw JSONL and image folders are only
needed to reproduce it. Use python3 convert_ot_to_vqa.py,
python3 convert_pb_to_vqa.py, then python3 build_hf_parquet.py.
To reproduce the Parquet build in a clean Python environment, install
pip install -r requirements.txt first. The XML-to-JSONL converters otherwise
use only the Python standard library.
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