1、代碼

from aip import AipFaceimport cv2import timeimport base64from PIL import Imagefrom io import BytesIOimport pyttsx3# ''' 你的 APPID AK SK '''APP_ID = ’1965####’API_KEY = ’YXL65ekIloykyjrT4kzc####’SECRET_KEY = ’lFiapBoZ5eBwOFyxMbiwQDmClg1u####’client = AipFace(APP_ID, API_KEY, SECRET_KEY)# def frame2base64(frame):# img = Image.fromarray(frame) #將每一幀轉(zhuǎn)為Image# output_buffer = BytesIO() #創(chuàng)建一個(gè)BytesIO# img.save(output_buffer, format=’JPEG’) #寫(xiě)入output_buffer# byte_data = output_buffer.getvalue() #在內(nèi)存中讀取# image = base64.b64encode(byte_data) #轉(zhuǎn)為BASE64# return image #轉(zhuǎn)碼成功 返回base64編碼def generate(): camera = cv2.VideoCapture(0) engine = pyttsx3.init() try: while True: engine = pyttsx3.init() ret, img = camera.read() cv2.imwrite('E://Ana/face.png',img) cv2.imshow('調(diào)用攝像頭', img) imageType = 'BASE64' groupIdList = '1,2,3,4' ''' 如果有可選參數(shù) ''' options = {} options['max_face_num'] = 4 options['match_threshold'] = 70 options['quality_control'] = 'NORMAL' options['liveness_control'] = 'NONE' # options['user_id'] = '233451' options['max_user_num'] = 4# ''' 帶參數(shù)調(diào)用人臉?biāo)阉?''' with open('E://Ana/face.png', ’rb’) as fp:imageB = base64.b64encode(fp.read()) image = str(imageB, ’utf-8’) ''' 調(diào)用人臉?biāo)阉?''' result = client.search(image, imageType, groupIdList, options) engine.runAndWait() print(2) if result:if not result[’result’]: continuename = result[’result’][’user_list’][0][’user_id’]#獲取名字score = result[’result’][’user_list’][0][’score’]#獲取相似度if name == ’cgh_1’: if score>80: print(score) print(name) engine.say('華來(lái)了')elif name == ’yjc_1’: if score > 80: print(score) print(name) engine.say('楊來(lái)了')elif name == ’cjy_1’: if score > 80: print(score) print(name) engine.say('言來(lái)了')elif name == ’hjy_1’: if score > 80: print(score) print(name) engine.say('怡來(lái)了')else: print('匹配失敗') else:continue except Exception as e: print(e) finally: # 釋放資源 engine.runAndWait() camera.release() cv2.destroyAllWindows() generate()

2、實(shí)現(xiàn)步驟

2.1、獲取百度ID和key

在百度API中可以申請(qǐng)到免費(fèi)的API賬號(hào)，每天有免費(fèi)的幾千次人臉識(shí)別，下圖為我申請(qǐng)的API賬號(hào)，然后在人臉庫(kù)中創(chuàng)建需要識(shí)別的人臉就行了

2.2、創(chuàng)建客戶端

APP_ID = ’1965####’API_KEY = ’YXL65ekIloykyjrT4kzc####’SECRET_KEY = ’lFiapBoZ5eBwOFyxMbiwQDmClg1u####’client = AipFace(APP_ID, API_KEY, SECRET_KEY)

2.3、實(shí)現(xiàn)人臉識(shí)別

主要內(nèi)容就是參數(shù)需要自己修改，然后獲取視頻圖像，然后通過(guò)對(duì)比看一下，對(duì)比出來(lái)的名字，然后再看一下分?jǐn)?shù)即可，我在里面加了一個(gè)電腦播報(bào)的，所以只要識(shí)別出來(lái)，電腦就會(huì)播報(bào)，延遲不超過(guò)以秒。

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