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Set max limit to faces to recognize
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@ -33,7 +33,8 @@ logger = logging.getLogger(__name__)
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MAX_DETECTION_HEIGHT = 1080
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MAX_DETECTION_HEIGHT = 1080
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MIN_MATCHING_FACES = 2
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MAX_FACES_ATTEMPTS_AFTER_REC = 6
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MAX_FACE_ATTEMPTS = 12
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class FaceRealTimeProcessor(RealTimeProcessorApi):
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class FaceRealTimeProcessor(RealTimeProcessorApi):
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@ -170,6 +171,23 @@ class FaceRealTimeProcessor(RealTimeProcessorApi):
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)
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)
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return
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return
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# check if we have hit limits
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if (
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id in self.person_face_history
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and len(self.person_face_history[id]) > MAX_FACES_ATTEMPTS_AFTER_REC
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):
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# if we are at max attempts after rec and we have a rec
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if obj_data.get("sub_label"):
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logger.debug(
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"Not processing due to hitting max attempts after true recognition."
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)
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return
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# if we don't have a rec and are at max attempts
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if len(self.person_face_history[id]) > MAX_FACE_ATTEMPTS:
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logger.debug("Not processing due to hitting max rec attempts.")
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return
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face: Optional[dict[str, any]] = None
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face: Optional[dict[str, any]] = None
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if self.requires_face_detection:
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if self.requires_face_detection:
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