python 识别身份证号码

# !/usr/bin/python
# -*-coding:utf-8-*-
import sys 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)) if __name__ == '__main__':
pic_path = "./1.png"
identity_OCR(pic_path)
time2 = time.time()
print(u'总共耗时:' + str(time2 - time1) + 's')

  

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