人脸识别 —— face_recognition（Python）
GitHub地址：https://github.com/ageitgey/face_recognition
文档地址：https://face-recognition.readthedocs.io/en/latest/index.html
程序
import face_recognitionfrom os import listdirknown_image_path = "picture/known"unknown_image_path = "picture/unknown/test1.jpg"# 保存已知的人脸名字known_face_names = []known_images = []known_encodings = []fileNameList = listdir(known_image_path)for fileName in fileNameList:filePath = known_image_path + "/" + fileNameindex = fileName.rfind('.')known_face_names.append(fileName[:index])# 将文件加载到numpy数组中image = face_recognition.load_image_file(filePath)known_images.append(image)# 保存面部编码encoding = face_recognition.face_encodings(image)[0]known_encodings.append(encoding)# 姓名和编码保存到字典c_d = dict(zip(known_face_names, known_encodings))# 待识别的人脸图片unknown_image = face_recognition.load_image_file(unknown_image_path)unknown_encoding = face_recognition.face_encodings(unknown_image)[0]for key, value in c_d.items():result = face_recognition.compare_faces([value], unknown_encoding)# print(result)if result[0] == True:print("The persion is {}".format(key))
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