本文实例讲述了Python2比较当前图片跟图库哪个图片相似的方法。分享给大家供大家参考,具体如下:
- # -*- coding: utf-8 -*-
- '''
- Created on 2019年7月22日
- '''
- from selenium import webdriver
- from time import sleep
- from PIL import Image
- import random
- import os
- import cv2
- import numpy as np
- url ="URL"
- driver = webdriver.Chrome()
- driver.implicitly_wait(10)
- driver.maximize_window()
- driver.get(url)
- sleep(2)
- driver.save_screenshot("E:/test/das.png")
- p1=r'E:/test/das1.png'
- p2=r'E:/test/das2.png'
- p3=r'E:/test/das3.png'
- p4=r'E:/test/das4.png'
- element = driver.find_element_by_id("imgcode")
- left = element.location['x']
- top = element.location['y']
- right = element.location['x'] + element.size['width']
- bottom = element.location['y'] + element.size['height']
- im1 = Image.open(r'E:/test/das.png')
- im1 = im1.crop((left,top,right,bottom))
- im1.save(r"E:/test/dascode.png")
- img = Image.open("E:/test/dascode.png")
- cropped = img.crop((0,25,30)) # (left,upper,lower)
- cropped.save(p1)
- cropped = img.crop((25,50,lower)
- cropped.save(p2)
- cropped = img.crop((50,75,lower)
- cropped.save(p3)
- cropped = img.crop((75,96,lower)
- cropped.save(p4)
- def getGray(image_file):
- tmpls=[]
- for h in range(0,image_file.size[1]):#h
- for w in range(0,image_file.size[0]):#w
- tmpls.append( image_file.getpixel((w,h)) )
- return tmpls
- def getAvg(ls):#获取平均灰度值
- return sum(ls)/len(ls)
- def aHash(fne):
- image_file = Image.open(fne) # 打开
- image_file=image_file.resize((35,35))#重置图片大小我12px X 12px
- image_file=image_file.convert("L")#转256灰度图
- Grayls=getGray(image_file)#灰度集合
- avg=getAvg(Grayls)#灰度平均值
- bitls=''#接收获取0或1
- for h in range(1,image_file.size[1]-1):#h
- for w in range(1,image_file.size[0]-1):#w
- if image_file.getpixel((w,h))>=avg:#像素的值比较平均值 大于记为1 小于记为0
- bitls=bitls+'1'
- else:
- bitls=bitls+'0'
- return bitls
- def getMH(i1,i2):
- a=aHash(i1)
- b=aHash(i2)
- dist = 0;
- for i in range(0,len(a)):
- if a[i]==b[i]:
- dist=dist+1
- return dist
- def match(a,rootdir):
- list = os.listdir(rootdir)
- li=[]
- for i in list:
- re=getMH(a,rootdir+"/"+i)
- li.append(re)
- b=str(li.index(max(li))+1)
- a=li.index(max(li))
- return b,list[a].split(".")[0]
- a=match('E:/test/das4.png',"E:/test/pic4")
- print a
另附参考的
- # -*- coding: utf-8 -*-
- '''
- Created on 2018年5月17日
- '''
- from selenium import webdriver
- from PIL import Image
- import requests
- import time
- import base64
- import base64
- import requests
- from urllib import urlencode
- import json
- # requests.packages.urllib3.disable_warnings()
- import datetime
- from time import strftime
- from time import sleep
- from PIL import Image
- # import pytesseract
- from PIL import Image
- import os
- import cv2
- from numpy import average,dot,linalg
- import heapq
- import collections
- from lib.readConfig import Readconfig
- conf=Readconfig()
- filedir=conf.getConfigValue("filedir")
- def getGray(image_file):
- tmpls=[]
- for h in range(0,h)) )
- return tmpls
- def getAvg(ls):#获取平均灰度值
- return sum(ls)/len(ls)
- def getMH(i1,i2):
- a=getImgHash(i1)
- b=getImgHash(i2)
- dist = 0;
- for i in range(0,len(a)):
- if a[i]==b[i]:
- dist=dist+1
- return dist
- def getImgHash(fne):
- image_file = Image.open(fne) # 打开
- image_file=image_file.resize((35,h))>=avg:#像素的值比较平均值 大于记为1 小于记为0
- bitls=bitls+'1'
- else:
- bitls=bitls+'0'
- return bitls
- def match1(a,rootdir):
- list = os.listdir(rootdir)
- li=[]
- for i in list:
- # print rootdir+"/"+i
- re=getMH(a,rootdir+"/"+i)
- li.append(re)
- # print li
- # print max(li)
- b=str(li.index(max(li))+1)
- return b
- def g_code(pic):
- dic={"1":"2","2":"3","3":"4","4":"5","5":"6","6":"7","7":"8","8":"9","9":"a","10":"b","11":"c","12":"d","13":"e","14":"f","15":"g","16":"h","17":"i","18":"j","19":"k","20":"m","21":"n","22":"p","23":"q","24":"r","25":"s","26":"t","27":"u","28":"v","29":"w","30":"x","31":"y","32":"z"}
- img = Image.open(pic)
- a=img.size[0]
- b=img.size[1]
- p1=filedir+r'eos_tdym/lib/pic/das1.png'
- p2=filedir+r'eos_tdym/lib/pic/das2.png'
- p3=filedir+r'eos_tdym/lib/pic/das3.png'
- p4=filedir+r'eos_tdym/lib/pic/das4.png'
- dir1=filedir+r'eos_tdym/lib/pic/pic1'
- dir2=filedir+r'eos_tdym/lib/pic/pic2'
- dir3=filedir+r'eos_tdym/lib/pic/pic3'
- dir4=filedir+r'eos_tdym/lib/pic/pic4'
- cropped = img.crop((0,lower)
- cropped.save(p1)
- cropped = img.crop((25,lower)
- cropped.save(p2)
- cropped = img.crop((50,lower)
- cropped.save(p3)
- cropped = img.crop((75,lower)
- cropped.save(p4)
- re1=str(match1(p1,dir1))
- re2=str(match1(p2,dir2))
- re3=str(match1(p3,dir3))
- re4=str(match1(p4,dir4))
- print u"获取到验证码:"+dic[re1]+dic[re2]+dic[re3]+dic[re4]
- return dic[re1],dic[re2],dic[re3],dic[re4]
- def g_code1(pic):
- dic={"1":"2","32":"z"}
- img = Image.open(pic)
- a=img.size[0]
- b=img.size[1]
- p1="pic5/das1.png"
- p2="pic5/das2.png"
- p3="pic5/das3.png"
- p4="pic5/das4.png"
- dir1="pic1"
- dir2="pic2"
- dir3="pic3"
- dir4="pic4"
- cropped = img.crop((0,lower)
- cropped.save(p4)
- re1=match1(p1,dir1)
- re2=match1(p2,dir2)
- re3=match1(p3,dir3)
- re4=match1(p4,dir4)
- print dic[re1]
- print dic[re2]
- print dic[re3]
- print dic[re4]
- return dic[re1],dic[re4]
更多关于Python相关内容感兴趣的读者可查看本站专题:《Python图片操作技巧总结》、《Python数据结构与算法教程》、《Python Socket编程技巧总结》、《Python函数使用技巧总结》、《Python字符串操作技巧汇总》、《Python入门与进阶经典教程》及《Python文件与目录操作技巧汇总》
希望本文所述对大家Python程序设计有所帮助。