#?USAGE
#?python?encode_faces.py?--dataset?dataset?--encodings?encodings.pickle

#?import?the?necessary?packages
from?imutils?import?paths
import?face_recognition
import?argparse
import?pickle
import?cv2
import?os

#construct?the?argument?parser?and?parse?the?arguments
ap?=?argparse.ArgumentParser（）
ap.add_argument（“-i“?“--dataset“?required=True
	help=“path?to?input?directory?of?faces?+?images“）
ap.add_argument（“-e“?“--encodings“?required=True
	help=“path?to?serialized?db?of?facial?encodings“）
ap.add_argument（“-d“?“--detection-method“?type=str?default=“cnn“
	help=“face?detection?model?to?use:?either?‘hog‘?or?‘cnn‘“）
args?=?vars（ap.parse_args（））

#?grab?the?paths?to?the?input?images?in?our?dataset
print（“[INFO]?quantifying?faces...“）
imagePaths?=?list（paths.list_images（args[“dataset“]））

#?initialize?the?list?of?known?encodings?and?known?names
knownEncodings?=?[]
knownNames?=?[]

#?loop?over?the?image?paths
for?（i?imagePath）?in?enumerate（imagePaths）:
	#?extract?the?person?name?from?the?image?path
	print（“[INFO]?processing?image?{}/{}“.format（i?+?1
		len（imagePaths）））
	name?=?imagePath.split（os.path.sep）[-2]

	#?load?the?input?image?and?convert?it?from?RGB?（OpenCV?ordering）
	#?to?dlib?ordering?（RGB）
	image?=?cv2.imread（imagePath）
	rgb?=?cv2.cvtColor（image?cv2.COLOR_BGR2RGB）

	#?detect?the?（x?y）-coordinates?of?the?bounding?boxes
	#?corresponding?to?each?face?in?the?input?image
	boxes?=?face_recognition.face_locations（rgb
		model=args[“detection_method“]）

	#?compute?the?facial?embedding?for?the?face
	encodings?=?face_recognition.face_encodings（rgb?boxes）

	#?loop?over?the?encodings
	for?encoding?in?encodings:
		#?add?each?encoding?+?name?to?our?set?of?known?names?and
		#?encodings
		knownEncodings.append（encoding）
		knownNames.append（name）

#?dump?the?facial?encodings?+?names?to?disk
print（“[INFO]?serializing?encodings...“）
data?=?{“encodings“:?knownEncodings?“names“:?knownNames}
f?=?open（args[“encodings“]?“wb“）
f.write（pickle.dumps（data））
f.close（）

?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????目錄???????????0??2020-05-22?23:31??論文和代碼\
?????文件?????1581217??2020-05-22?23:31??論文和代碼\A?Overview?of?Face?Recogition.doc
?????目錄???????????0??2018-12-04?09:37??論文和代碼\源代碼\
?????目錄???????????0??2018-12-04?09:37??論文和代碼\源代碼\face-recognition-opencv\
?????文件????????1092??2018-12-02?11:39??論文和代碼\源代碼\face-recognition-opencv\README.txt
?????目錄???????????0??2018-12-04?09:37??論文和代碼\源代碼\face-recognition-opencv\dataset\
?????目錄???????????0??2018-12-04?09:37??論文和代碼\源代碼\face-recognition-opencv\dataset\JIONG_HE\
?????文件???????19741??2018-11-30?23:05??論文和代碼\源代碼\face-recognition-opencv\dataset\JIONG_HE\1.jpeg
?????文件???????21525??2018-11-30?23:05??論文和代碼\源代碼\face-recognition-opencv\dataset\JIONG_HE\2.jpeg
?????文件???????59573??2018-11-30?23:06??論文和代碼\源代碼\face-recognition-opencv\dataset\JIONG_HE\3.jpeg
?????文件???????10598??2018-11-30?23:06??論文和代碼\源代碼\face-recognition-opencv\dataset\JIONG_HE\4.jpeg
?????文件???????24323??2018-11-30?23:06??論文和代碼\源代碼\face-recognition-opencv\dataset\JIONG_HE\5.jpeg
?????文件???????24675??2018-11-30?23:06??論文和代碼\源代碼\face-recognition-opencv\dataset\JIONG_HE\6.jpeg
?????文件???????25800??2018-11-30?23:06??論文和代碼\源代碼\face-recognition-opencv\dataset\JIONG_HE\7.jpeg
?????文件???????21265??2018-11-30?23:07??論文和代碼\源代碼\face-recognition-opencv\dataset\JIONG_HE\8.jpeg
?????目錄???????????0??2018-12-04?09:37??論文和代碼\源代碼\face-recognition-opencv\dataset\JUNKAI_WANG\
?????文件???????50760??2018-11-30?23:04??論文和代碼\源代碼\face-recognition-opencv\dataset\JUNKAI_WANG\1.jpeg
?????文件???????48590??2018-11-30?23:04??論文和代碼\源代碼\face-recognition-opencv\dataset\JUNKAI_WANG\2.jpeg
?????文件??????258112??2018-11-30?23:04??論文和代碼\源代碼\face-recognition-opencv\dataset\JUNKAI_WANG\3.jpeg
?????文件???????40589??2018-11-30?23:04??論文和代碼\源代碼\face-recognition-opencv\dataset\JUNKAI_WANG\4.jpg
?????文件??????166401??2018-11-30?23:04??論文和代碼\源代碼\face-recognition-opencv\dataset\JUNKAI_WANG\5.jpeg
?????文件???????23907??2018-11-30?23:04??論文和代碼\源代碼\face-recognition-opencv\dataset\JUNKAI_WANG\6.jpeg
?????文件???????14901??2018-11-30?23:05??論文和代碼\源代碼\face-recognition-opencv\dataset\JUNKAI_WANG\7.jpeg
?????文件???????51300??2018-11-30?23:05??論文和代碼\源代碼\face-recognition-opencv\dataset\JUNKAI_WANG\8.jpeg
?????目錄???????????0??2018-12-04?09:37??論文和代碼\源代碼\face-recognition-opencv\dataset\ROY_WANG\
?????文件??????229684??2018-11-30?23:02??論文和代碼\源代碼\face-recognition-opencv\dataset\ROY_WANG\1.jpeg
?????文件???????24563??2018-11-30?23:02??論文和代碼\源代碼\face-recognition-opencv\dataset\ROY_WANG\2.jpg
?????文件???????47960??2018-11-30?23:03??論文和代碼\源代碼\face-recognition-opencv\dataset\ROY_WANG\3.jpeg
?????文件???????29822??2018-11-30?23:03??論文和代碼\源代碼\face-recognition-opencv\dataset\ROY_WANG\4.jpeg
?????文件???????18540??2018-11-30?23:03??論文和代碼\源代碼\face-recognition-opencv\dataset\ROY_WANG\5.jpeg
?????文件???????31380??2018-11-30?23:03??論文和代碼\源代碼\face-recognition-opencv\dataset\ROY_WANG\6.jpeg
............此處省略18個文件信息