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more robust eye detector for opencv

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Sefik Ilkin Serengil 2021-06-23 23:36:40 +03:00
parent 22cade8315
commit 62baee3b45
1 changed files with 3 additions and 1 deletions
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deepface/detectors/OpenCvWrapper.py
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@ -60,7 +60,7 @@ def align_face(eye_detector, img):
detected_face_gray = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY) #eye detector expects gray scale image detected_face_gray = cv2.cvtColor(img, cv2.COLOR_BGR2GRAY) #eye detector expects gray scale image
eyes = eye_detector.detectMultiScale(detected_face_gray) eyes = eye_detector.detectMultiScale(detected_face_gray, 1.3, 5)
if len(eyes) >= 2: if len(eyes) >= 2:
@ -76,6 +76,8 @@ def align_face(eye_detector, img):
df = pd.DataFrame(items, columns = ["length", "idx"]).sort_values(by=['length'], ascending=False) df = pd.DataFrame(items, columns = ["length", "idx"]).sort_values(by=['length'], ascending=False)
eyes = eyes[df.idx.values[0:2]] #eyes variable stores the largest 2 eye eyes = eyes[df.idx.values[0:2]] #eyes variable stores the largest 2 eye
#eyes = eyes[0:2]
#----------------------- #-----------------------
#decide left and right eye #decide left and right eye