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⚡️ Speed up function create_classes_index by 17% #592

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⚡️ Speed up function create_classes_index by 17% #592

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11 changes: 9 additions & 2 deletions inference/core/workflows/core_steps/formatters/vlm_as_detector/v2.py
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Original file line number Diff line number Diff line change
Expand Up @@ -287,11 +287,18 @@ def parse_gemini_object_detection_response(


def create_classes_index(classes: List[str]) -> Dict[str, int]:
return {class_name: idx for idx, class_name in enumerate(classes)}
return dict(zip(classes, range(len(classes))))


def scale_confidence(value: float) -> float:
return min(max(float(value), 0.0), 1.0)
# Fast path: avoid redundant float conversion and function calls
v = value if isinstance(value, float) else float(value)
if v < 0.0:
return 0.0
elif v > 1.0:
return 1.0
else:
return v


def parse_florence2_object_detection_response(
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