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Update detector.py
Browse files- detector.py +2 -0
detector.py
CHANGED
@@ -5,10 +5,12 @@ import torch.serialization
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class LBWDetector:
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def __init__(self, model_path='best.pt'):
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with torch.serialization.safe_globals([torch.nn.modules.container.Sequential]):
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self.model = YOLO(model_path)
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def detect_objects(self, frame):
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results = self.model.predict(source=frame, conf=0.3, save=False, verbose=False)
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detections = results[0].boxes.data.cpu().numpy() # x1, y1, x2, y2, conf, class
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return detections, results[0].names
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class LBWDetector:
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def __init__(self, model_path='best.pt'):
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"""Initialize YOLO model with safe globals for PyTorch 2.6+."""
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with torch.serialization.safe_globals([torch.nn.modules.container.Sequential]):
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self.model = YOLO(model_path)
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def detect_objects(self, frame):
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"""Detect objects in a frame and return bounding boxes and class names."""
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results = self.model.predict(source=frame, conf=0.3, save=False, verbose=False)
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detections = results[0].boxes.data.cpu().numpy() # x1, y1, x2, y2, conf, class
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return detections, results[0].names
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