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fix overwriting variable
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@ -150,10 +150,14 @@ class TrackedObjectProcessor(threading.Thread):
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bottom_center = (obj['centroid'][0], obj['box'][3])
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# check each zone
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for name, zone in self.zone_data.items():
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# check each camera with a contour for the zone
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for camera, contour in zone['contours'].items():
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if cv2.pointPolygonTest(contour, bottom_center, False) >= 0 and not zone_filtered(obj, self.zone_config[name][camera].get('filters', {})):
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current_objects_in_zones[name].append(obj['label'])
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current_contour = zone['contours'].get(camera, None)
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# if the current camera does not have a contour for this zone, skip
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if current_contour is None:
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continue
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# check if the object is in the zone and not filtered
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if (cv2.pointPolygonTest(current_contour, bottom_center, False) >= 0
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and not zone_filtered(obj, self.zone_config[name][camera].get('filters', {}))):
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current_objects_in_zones[name].append(obj['label'])
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###
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# Draw tracked objects on the frame
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@ -226,17 +230,17 @@ class TrackedObjectProcessor(threading.Thread):
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###
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# get the zones that are relevant for this camera
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# TODO: precompute this
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relevant_zones = [zone for zone, config in self.zone_config.items() if camera in config]
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# for each zone
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for zone in relevant_zones:
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# create the set of labels in the current frame and previously reported
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labels_for_zone = set(current_objects_in_zones[zone] + list(self.zone_data[zone]['object_status'][camera].keys()))
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# for each label
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for label in labels_for_zone:
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# compute the current 'ON' vs 'OFF' status by checking if any camera sees the object in the zone
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previous_state = any([camera[label] == 'ON' for camera in self.zone_data[zone]['object_status'].values()])
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previous_state = any([c[label] == 'ON' for c in self.zone_data[zone]['object_status'].values()])
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self.zone_data[zone]['object_status'][camera][label] = 'ON' if label in current_objects_in_zones[zone] else 'OFF'
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new_state = any([camera[label] == 'ON' for camera in self.zone_data[zone]['object_status'].values()])
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new_state = any([c[label] == 'ON' for c in self.zone_data[zone]['object_status'].values()])
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# if the value is changing, send over MQTT
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if previous_state == False and new_state == True:
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self.client.publish(f"{self.topic_prefix}/{zone}/{label}", 'ON', retain=False)
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