From 84276c92bfcfe512c118a00e4e0aee6627b38eb2 Mon Sep 17 00:00:00 2001 From: Abin-k-Rajan Date: Sun, 12 Mar 2023 23:13:50 +0530 Subject: [PATCH 1/2] Fixing mtcnn bug in train_v2 --- train_v2.py | 2 ++ 1 file changed, 2 insertions(+) diff --git a/train_v2.py b/train_v2.py index 6229236..80cd6de 100644 --- a/train_v2.py +++ b/train_v2.py @@ -35,6 +35,8 @@ def normalize(img): img_RGB = cv2.cvtColor(img_BGR, cv2.COLOR_BGR2RGB) x = face_detector.detect_faces(img_RGB) + if x == []: + continue x1, y1, width, height = x[0]['box'] x1, y1 = abs(x1) , abs(y1) x2, y2 = x1+width , y1+height From 3b420e6e7c2d0dfbc52a1642180afdc73ab1a63a Mon Sep 17 00:00:00 2001 From: Abin-k-Rajan Date: Mon, 13 Mar 2023 22:05:27 +0530 Subject: [PATCH 2/2] Adding opencv to detection --- Faces/Abin/1.jpg | Bin 0 -> 579861 bytes Faces/Abin/2.jpg | Bin 0 -> 432617 bytes Faces/Abin/3.jpg | Bin 0 -> 355630 bytes Faces/Abin/4.jpg | Bin 0 -> 416978 bytes __pycache__/architecture.cpython-310.pyc | Bin 0 -> 26950 bytes 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cosine(db_encode, encode) + if dist < recognition_t and dist < distance: + name = db_name + distance = dist + + if name == 'unknown': + cv2.rectangle(img, pt_1, pt_2, (0, 0, 255), 2) + cv2.putText(img, name, pt_1, cv2.FONT_HERSHEY_SIMPLEX, 1, (0, 0, 255), 1) + else: + cv2.rectangle(img, pt_1, pt_2, (0, 255, 0), 2) + cv2.putText(img, name + f'__{distance:.2f}', (pt_1[0], pt_1[1] - 5), cv2.FONT_HERSHEY_SIMPLEX, 1, + (0, 200, 200), 2) + return img + + + if __name__ == "__main__": required_shape = (160,160) @@ -77,8 +109,9 @@ def detect(img ,detector,encoder,encoding_dict): if not ret: print("CAM NOT OPEND") break - + # coords = face_cascade.detectMultiScale(frame,scaleFactor=1.1, minNeighbors=5) frame= detect(frame , face_detector , face_encoder , encoding_dict) + # frame = detect_opencv(frame, coords, face_encoder , encoding_dict) cv2.imshow('camera', frame) diff --git a/encodings/encodings.pkl b/encodings/encodings.pkl index 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