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⚡️ Speed up function object_detection_classes by 28% #67

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⚡️ Speed up function object_detection_classes by 28% #67

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8 changes: 6 additions & 2 deletions unstructured/partition/pdf_image/analysis/layout_dump.py
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Original file line number Diff line number Diff line change
Expand Up @@ -19,6 +19,10 @@
from unstructured.partition.pdf_image.analysis.processor import AnalysisProcessor
from unstructured.partition.utils.sorting import coordinates_to_bbox

_YOLOX_CLASSES = list(YOLOX_LABEL_MAP.values())

_DETECTRON_CLASSES = list(DETECTRON_LABEL_MAP.values())


class LayoutDumper(ABC):
layout_source: str = "unknown"
Expand Down Expand Up @@ -53,9 +57,9 @@ def extract_document_layout_info(layout: DocumentLayout) -> dict:
def object_detection_classes(model_name) -> List[str]:
model = get_model(model_name)
if isinstance(model, UnstructuredYoloXModel):
return list(YOLOX_LABEL_MAP.values())
return _YOLOX_CLASSES
if isinstance(model, UnstructuredDetectronONNXModel):
return list(DETECTRON_LABEL_MAP.values())
return _DETECTRON_CLASSES
else:
raise ValueError(f"Cannot get OD model classes - unknown model type: {model_name}")

Expand Down