利用python识别身份证号后获取年龄和性别信息
利用python识别身份证号后获取年龄和性别信息1. 实验目的利用python识别身份证号后,从身份证号中获取年龄和性别信息2. 主代码1. 身份证号码识别# !/usr/bin/python#-*-coding:utf-8-*-import sysimport importlibimportlib.reload(sys)# reload(sys)# sys.setdefau...
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利用python识别身份证号后获取年龄和性别信息
1. 实验目的
利用python识别身份证号后,从身份证号中获取年龄和性别信息
2. 主代码
1. 身份证号码识别
# !/usr/bin/python
#-*-coding:utf-8-*-
import sys
import importlib
importlib.reload(sys)
# reload(sys)
# sys.setdefaultencoding('utf-8')
import time
time1 = time.time()
from PIL import Image
import pytesseract
###########二值化算法
def binarizing(img,threshold):
pixdata = img.load()
w, h = img.size
for y in range(h):
for x in range(w):
if pixdata[x, y] < threshold:
pixdata[x, y] = 0
else:
pixdata[x, y] = 255
return img
###########去除干扰线算法
def depoint(img): #input: gray image
pixdata = img.load()
w,h = img.size
for y in range(1,h-1):
for x in range(1,w-1):
count = 0
if pixdata[x,y-1] > 245:
count = count + 1
if pixdata[x,y+1] > 245:
count = count + 1
if pixdata[x-1,y] > 245:
count = count + 1
if pixdata[x+1,y] > 245:
count = count + 1
if count > 2:
pixdata[x,y] = 255
return img
########身份证号码识别
def identity_OCR(pic_path):
#####身份证号码截图
img1=Image.open(pic_path)
w,h=img1.size
##将身份证放大3倍
out=img1.resize((w*3,h*3),Image.ANTIALIAS)
region = (125*3,200*3,370*3,250*3)
#裁切身份证号码图片
cropImg = out.crop(region)
# 转化为灰度图
img= cropImg.convert('L')
# 把图片变成二值图像。
img1=binarizing(img,100)
img2=depoint(img)
code = pytesseract.image_to_string(img2)
print("识别该身份证号码是:"+str(code))
return code
2. 获取年龄和性别信息
import datetime
class GetInformation(object):
def __init__(self, id):
self.id = id
self.birth_year = int(self.id[6:10])
self.birth_month = int(self.id[10:12])
self.birth_day = int(self.id[12:14])
def get_birthday(self):
# 通过身份证号获取出生日期
birthday = "{0}-{1}-{2}".format(self.birth_year, self.birth_month, self.birth_day)
return birthday
def get_sex(self):
# 男生:1 女生:0
num = int(self.id[16:17])
if num % 2 == 0:
return 0
else:
return 1
def get_age(self):
# 获取年龄
now = (datetime.datetime.now() + datetime.timedelta(days=1))
year = now.year
month = now.month
day = now.day
if year == self.birth_year:
return 0
else:
if self.birth_month > month or (self.birth_month == month and self.birth_day > day):
return year - self.birth_year - 1
else:
return year - self.birth_year
3. 主程序
if __name__ == '__main__':
pic_path="id.png"
code=identity_OCR(pic_path)
time2 = time.time()
print(u'总共耗时:' + str(time2 - time1) + 's')
id = code
birthday = GetInformation(id).get_birthday() # 1990-11-11
age = GetInformation(id).get_age() # 28
sex = GetInformation(id).get_sex() # 1
print('nowtime:', datetime.datetime.now().date())
print('birthday:', birthday)
print('age:', age)
print('sex:', sex)
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