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Runtime error
Runtime error
Update services/overlay_service.py
Browse files- services/overlay_service.py +14 -2
services/overlay_service.py
CHANGED
@@ -11,6 +11,16 @@ logging.basicConfig(
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def overlay_boxes(frame: np.ndarray, detected_items: List[Dict[str, Any]]) -> np.ndarray:
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# Validate inputs
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if not isinstance(frame, np.ndarray) or frame.size == 0:
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logging.error("Invalid input frame provided to overlay_service.")
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@@ -21,19 +31,21 @@ def overlay_boxes(frame: np.ndarray, detected_items: List[Dict[str, Any]]) -> np
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try:
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for item in detected_items:
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if "coordinates" not in item or "label" not in item:
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logging.warning(f"Skipping item without coordinates or label: {item}")
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continue
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x_min, y_min, x_max, y_max = item["coordinates"]
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label = item["label"]
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# Define colors
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type_colors = {
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"crack": (0, 0, 255), # Blue for cracks
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"pothole": (255, 0, 0), # Red for potholes
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"signage": (0, 0, 255), # Blue for signage
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"default": (0, 255, 255) # Yellow
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}
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color = type_colors.get(item.get("type", "default"), type_colors["default"])
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def overlay_boxes(frame: np.ndarray, detected_items: List[Dict[str, Any]]) -> np.ndarray:
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"""
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Overlay bounding boxes and labels on the frame for detected items.
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Args:
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frame (np.ndarray): Input frame in BGR format.
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detected_items (List[Dict[str, Any]]): List of detected items with coordinates and labels.
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Returns:
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np.ndarray: Frame with overlaid bounding boxes and labels.
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"""
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# Validate inputs
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if not isinstance(frame, np.ndarray) or frame.size == 0:
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logging.error("Invalid input frame provided to overlay_service.")
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try:
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for item in detected_items:
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# Check for required keys
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if "coordinates" not in item or "label" not in item:
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logging.warning(f"Skipping item without coordinates or label: {item}")
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continue
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# Extract coordinates and label
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x_min, y_min, x_max, y_max = item["coordinates"]
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label = item["label"]
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# Define colors based on detection type
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type_colors = {
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"crack": (0, 0, 255), # Blue for cracks
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"pothole": (255, 0, 0), # Red for potholes
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"signage": (0, 0, 255), # Blue for signage
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"default": (0, 255, 255) # Yellow
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}
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color = type_colors.get(item.get("type", "default"), type_colors["default"])
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