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Fix crash when no faces exist

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This commit is contained in:
Nicolas Mowen 2025-01-29 07:24:49 -07:00
parent 0963c561d1
commit be78b59467
1 changed files with 8 additions and 2 deletions
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10
frigate/data_processing/real_time/face_processor.py
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@ -33,7 +33,7 @@ class FaceProcessor(RealTimeProcessorApi):
self.face_config = config.face_recognition
self.face_detector: cv2.FaceDetectorYN = None
self.landmark_detector: cv2.face.FacemarkLBF = None
self.face_recognizer: cv2.face.LBPHFaceRecognizer = None
self.recognizer: cv2.face.LBPHFaceRecognizer = None
self.requires_face_detection = "face" not in self.config.objects.all_objects
self.detected_faces: dict[str, float] = {}
@ -114,6 +114,9 @@ class FaceProcessor(RealTimeProcessorApi):
faces.append(img)
labels.append(idx)
if not faces:
return
self.recognizer: cv2.face.LBPHFaceRecognizer = (
cv2.face.LBPHFaceRecognizer_create(
radius=2, threshold=(1 - self.face_config.min_score) * 1000
@ -212,9 +215,12 @@ class FaceProcessor(RealTimeProcessorApi):
if not self.landmark_detector:
return None
if not self.label_map:
if not self.recognizer:
self.__build_classifier()
if not self.recognizer:
return None
img = cv2.cvtColor(face_image, cv2.COLOR_BGR2GRAY)
img = self.__align_face(img, img.shape[1], img.shape[0])
index, distance = self.recognizer.predict(img)