face++与python实现人脸识别签到(考勤)功能-创新互联
项目实现利用face++开发一个课堂签到的软件,实现面向摄像头即可完成记录学号、姓名和时间的签到工作。

项目架构
项目使用场景
代码:
流程代码,主文件
#!usr/bin/
# -*- coding: utf-8 -*-
import requests
from json import JSONDecoder
import csv
import cv2
import time
import tkinter as tk
search_url = "https://api-cn.faceplusplus.com/facepp/v3/search"
getdetail_url = "https://api-cn.faceplusplus.com/facepp/v3/faceset/getdetail"
key = "***************"
secret = "*********************"
filename = time.time()
filepath = "photo/" + str(filename) + ".jpg"
cap = cv2.VideoCapture(0)
while(1):
# get a frame
ret, frame = cap.read()
# show a frame
cv2.imshow("capture", frame)
if cv2.waitKey(1) & 0xFF == ord('1'):
cv2.imwrite(filepath, frame)
break
cap.release()
cv2.destroyAllWindows()
print("waiting...")
csvfile = open('face_token.csv','r')
freader = csv.reader(csvfile)
dic = dict(freader)
csvfile.close()
faceID_dict = {v:k for k,v in dic.items()}
print("...")
data = {"api_key": key, "api_secret": secret, "outer_id":'zbpm'}
files = {"image_file": open(filepath, "rb")}
response = requests.post(search_url, data=data, files=files)
req_con = response.content.decode('utf-8')
req_dict = JSONDecoder().decode(req_con)
pre_face_token = req_dict["results"][0]["face_token"]
pre_confidence = req_dict["results"][0]["confidence"]
pre_thresholds = req_dict["thresholds"]["1e-5"]
print("...")
data = {"api_key": key, "api_secret": secret,"outer_id":'zbpm'}
response = requests.post(getdetail_url, data=data)
req_con = response.content.decode('utf-8')
req_dict = JSONDecoder().decode(req_con)
faces_token = req_dict["face_tokens"]
print("...")
if pre_face_token in faces_token and pre_confidence >= pre_thresholds:
labaltext = faceID_dict[pre_face_token] + "\n\n\n" +str(time.asctime(time.localtime()))
window = tk.Tk()
window.title = ('FaceID')
window.geometry = ('200x200')
var = tk.StringVar()
l = tk.Label(window,bg = 'yellow',text = labaltext,font=("黑体",20 ,"bold"),width = 30,height = 20)
l.pack()
l.config(text=labaltext+var.get())
#tk.messagebox.askokcancel('faceId', faceID_dict[pre_face_token] + "\n" +str(time.asctime(time.localtime())))
print(faceID_dict[pre_face_token])
else:
tkinter.messagebox.askokcancel('提示', '未找到')
print("未找到") 当前名称:face++与python实现人脸识别签到(考勤)功能-创新互联
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