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Locate each annotated overheated region in this optical-tomography image of an LPBF build layer. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Inspect this additive-manufacturing optical-tomography image for annotated overheating and locate all marked regions. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Perform visual grounding of all annotated overheated regions in this LPBF optical layer image. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Check this optical-tomography layer for overheating annotations and return every corresponding region. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Locate each annotated overheated region in this optical-tomography image of an LPBF build layer. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Perform defect-region grounding for annotated overheating in this LPBF optical-tomography layer. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Find and localize every annotated overheated area in this optical image of the current powder-bed fusion layer. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Find every annotated overheating region in this laser powder bed fusion optical-tomography image. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Find every annotated overheating region in this laser powder bed fusion optical-tomography image. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Examine the current additive-manufacturing optical layer and locate all annotated overheating regions. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Locate all annotated regions of overheating visible in this optical-tomography layer from an LPBF build. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Detect and localize all annotated overheating in this LPBF optical-tomography layer image. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Analyze this optical layer image from laser powder bed fusion and return every annotated overheating location. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Analyze this optical layer image from laser powder bed fusion and return every annotated overheating location. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Locate each annotated overheated region in this optical-tomography image of an LPBF build layer. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Review this LPBF optical-tomography image and identify every region annotated for overheating. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Review this false-color LPBF layer image and find every annotated overheated region. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Examine this LPBF optical layer-monitoring image for annotated overheated regions and localize each one. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Review this false-color LPBF layer image and find every annotated overheated region. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Review the current LPBF optical-tomography layer and localize each annotated overheating region. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Locate all annotated regions of overheating visible in this optical-tomography layer from an LPBF build. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Perform overheating localization on this LPBF optical-tomography image. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Ground every annotated overheating region in this optical layer-monitoring image from laser powder bed fusion. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Ground every annotated overheating region in this optical layer-monitoring image from laser powder bed fusion. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Analyze this LPBF layer-monitoring frame and ground every annotated overheated region. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Analyze this optical-tomography frame for the LPBF process and locate all regions annotated as overheated. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Inspect this LPBF optical image and identify the bounding boxes of all annotated overheated regions. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Inspect this false-color optical-tomography layer and identify every annotated overheated region. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Inspect this LPBF optical-tomography frame and return all annotated overheated-region boxes. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Inspect this LPBF optical-tomography layer image and locate every annotated overheated region. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[{"bbox_xywh":[391,1159,56,51]}]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Review this false-color LPBF layer image and find every annotated overheated region. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Examine this optical-tomography image from laser powder bed fusion and find all annotated overheated regions. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Examine this optical process-monitoring frame and return the locations of every annotated overheated region. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Inspect the thermal pattern in this LPBF optical-tomography frame and return all annotated overheating boxes. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Analyze this LPBF layer-monitoring frame and ground every annotated overheated region. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Perform visual grounding of all annotated overheated regions in this LPBF optical layer image. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Examine the current additive-manufacturing optical layer and locate all annotated overheating regions. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Find and localize every annotated overheated area in this optical image of the current powder-bed fusion layer. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Check this additive-manufacturing optical layer image and locate every annotated overheated area. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Find and localize every annotated overheated area in this optical image of the current powder-bed fusion layer. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Inspect this LPBF optical-tomography layer image and locate every annotated overheated region. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Inspect this LPBF optical image and identify the bounding boxes of all annotated overheated regions. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Perform defect-region grounding for annotated overheating in this LPBF optical-tomography layer. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Review this false-color LPBF layer image and find every annotated overheated region. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Review the current LPBF optical-tomography layer and localize each annotated overheating region. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Find every annotated overheating region in this laser powder bed fusion optical-tomography image. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Inspect this false-color optical-tomography layer and identify every annotated overheated region. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Locate each annotated overheated region in this optical-tomography image of an LPBF build layer. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Inspect the thermal pattern in this LPBF optical-tomography frame and return all annotated overheating boxes. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Find every annotated overheating region in this laser powder bed fusion optical-tomography image. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Detect and localize all annotated overheating in this LPBF optical-tomography layer image. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Perform overheating localization on this LPBF optical-tomography image. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Analyze this optical-tomography frame for the LPBF process and locate all regions annotated as overheated. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Perform overheating localization on this LPBF optical-tomography image. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Review this LPBF optical-tomography image and identify every region annotated for overheating. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Find every annotated overheating region in this laser powder bed fusion optical-tomography image. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Examine this optical-tomography process image and localize all annotated overheating in the layer. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Inspect this LPBF optical-tomography frame and return all annotated overheated-region boxes. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Analyze this optical-tomography layer image and identify the locations of all annotated overheated regions. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Perform overheating localization on this LPBF optical-tomography image. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Examine this optical process-monitoring frame and return the locations of every annotated overheated region. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Analyze this optical-tomography frame for the LPBF process and locate all regions annotated as overheated. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Perform visual grounding of all annotated overheated regions in this LPBF optical layer image. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Analyze this optical-tomography frame for the LPBF process and locate all regions annotated as overheated. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Inspect this false-color optical-tomography layer and identify every annotated overheated region. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[{"bbox_xywh":[341,1548,44,49]}]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Locate each annotated overheated region in this optical-tomography image of an LPBF build layer. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Inspect the optical-tomography view of this LPBF layer and localize all annotated overheated regions. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Inspect the thermal pattern in this LPBF optical-tomography frame and return all annotated overheating boxes. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Detect and localize all annotated overheating in this LPBF optical-tomography layer image. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Perform overheating localization on this LPBF optical-tomography image. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Review the current LPBF optical-tomography layer and localize each annotated overheating region. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Examine this optical process-monitoring frame and return the locations of every annotated overheated region. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Inspect this false-color optical-tomography layer and identify every annotated overheated region. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Examine this optical-tomography image from laser powder bed fusion and find all annotated overheated regions. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Inspect this LPBF optical-tomography layer image and locate every annotated overheated region. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Locate each annotated overheated region in this optical-tomography image of an LPBF build layer. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Review this LPBF optical monitoring layer for annotated overheating and localize every marked region. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[{"bbox_xywh":[1326,1375,63,36]}]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Inspect this false-color optical-tomography layer and identify every annotated overheated region. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Examine the current additive-manufacturing optical layer and locate all annotated overheating regions. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Perform defect-region grounding for annotated overheating in this LPBF optical-tomography layer. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Perform overheating localization on this LPBF optical-tomography image. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Perform visual grounding of all annotated overheated regions in this LPBF optical layer image. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Locate all annotated regions of overheating visible in this optical-tomography layer from an LPBF build. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Check this optical-tomography layer for overheating annotations and return every corresponding region. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Inspect this additive-manufacturing optical-tomography image for annotated overheating and locate all marked regions. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Review this false-color LPBF layer image and find every annotated overheated region. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Examine this LPBF optical layer-monitoring image for annotated overheated regions and localize each one. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Detect and localize all annotated overheating in this LPBF optical-tomography layer image. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Check this optical-tomography layer for overheating annotations and return every corresponding region. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Analyze the optical-tomography monitoring image and locate all annotated overheated areas in the current LPBF layer. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Analyze this LPBF layer-monitoring frame and ground every annotated overheated region. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Check this LPBF optical-tomography monitoring frame and ground all annotated overheated regions. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Analyze this optical-tomography frame for the LPBF process and locate all regions annotated as overheated. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Inspect this LPBF optical-tomography frame and return all annotated overheated-region boxes. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Locate each annotated overheated region in this optical-tomography image of an LPBF build layer. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Locate all annotated regions of overheating visible in this optical-tomography layer from an LPBF build. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Inspect this LPBF optical-tomography frame and return all annotated overheated-region boxes. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Review the current LPBF optical-tomography layer and localize each annotated overheating region. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Review the current LPBF optical-tomography layer and localize each annotated overheating region. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
Inspect this additive-manufacturing optical-tomography image for annotated overheating and locate all marked regions. Output a JSON list [{"bbox_xywh": [x, y, w, h]}] in native pixels, origin top-left, one box per annotated overheated region, sorted by x then y; output [] if none.
[]
null
B
T-B1
{"anonymous_class":false,"box_order":"x_then_y","build_id":"SI383820211201123521","coordinate_format":"native_pixel_xywh_top_left","derivation":"manual_pascal_voc_xml_to_native_xywh","disclosures":["bbox scale varies across layers and may mix local and larger-region annotations","Good means no author-annotated overheat...
End of preview. Expand in Data Studio

DD1 OT VQA Grounding

Answer-only VQA-style grounding data derived deterministically from the OT portion of DD1_cleaned_grounding.

Schema

field type meaning
query string one of 34 deterministic LPBF OT grounding prompts
image Image original 2000×2000 JPEG bytes; never cropped
annot string JSON list [{"bbox_xywh":[x,y,w,h]}], or []
reasoning null answer-only dataset
cate string B
task string T-B1
metadata string JSON provenance, hashes, boxes and disclosures

Coordinates use native pixels with top-left origin. Boxes are sorted by x, then y. Width and height are derived as xmax-xmin and ymax-ymin.

Counts

  • Records: 2667
  • Positive images: 1122
  • Good/negative images: 1545
  • Total boxes: 4339
  • Query variants: 34
  • Split: train only

Load

from datasets import load_dataset

ds = load_dataset(
    "parquet",
    data_files={"train": "data/train-00000-of-00001.parquet"},
)

annot is the direct SFT answer. reasoning is null on every row.

Reproduce

python3 -m pip install -r requirements.txt
python3 build_dd1_ot_vqa.py \
  --source /path/to/DD1_cleaned_grounding \
  --output /path/to/DD1_OT_VQA_grounding

The build is deterministic and refuses to overwrite an existing output.

Disclosure

Good means no author-annotated overheated region under the source labeling rule; it does not claim absence of every possible manufacturing defect. OT bbox scale varies across layers and may mix local and larger-region annotations.

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