From 8e93024334396774a83f1a6fdcd443935de6b1f4 Mon Sep 17 00:00:00 2001
From: luyishisi <543429245@qq.com>
Date: Thu, 12 Jan 2017 16:57:15 +0800
Subject: [PATCH] =?UTF-8?q?=E8=BF=9B=E8=A1=8C=E9=80=BB=E8=BE=91=E9=AA=8C?=
 =?UTF-8?q?=E8=AF=81=E7=A0=81=E7=A0=81=E7=9A=84=E7=A0=B4=E8=A7=A3=E8=AF=86?=
 =?UTF-8?q?=E5=88=AB?=
MIME-Version: 1.0
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

---
 .DS_Store                                     | Bin 12292 -> 10244 bytes
 .../PIL_EXAMPLES/30.png"                      | Bin
 .../PIL_EXAMPLES/31.png"                      | Bin 0 -> 1462 bytes
 .../PIL_EXAMPLES/6_L.png"                     | Bin 891 -> 0 bytes
 .../PIL_EXAMPLES/rotate.py"                   |  39 +++--
 .../fuhao.png"                                | Bin 0 -> 157 bytes
 .../num/3.png"                                | Bin 0 -> 1462 bytes
 .../num/recognise.py"                         |  11 +-
 .../num\345\211\257\346\234\254/L.png"        | Bin 0 -> 91 bytes
 .../num\345\211\257\346\234\254/README.md"    |  12 ++
 .../cat/1484061493.png"                       | Bin 0 -> 89 bytes
 .../cat/1484061517.png"                       | Bin 0 -> 89 bytes
 .../cat/1484061602.png"                       | Bin 0 -> 89 bytes
 .../cat/1484061618.png"                       | Bin 0 -> 89 bytes
 .../cat/1484061689.png"                       | Bin 0 -> 89 bytes
 .../cat/1484061759.png"                       | Bin 0 -> 89 bytes
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 .../cat/1484061833.png"                       | Bin 0 -> 89 bytes
 .../cat/1484062418.png"                       | Bin 0 -> 89 bytes
 .../cat/1484062521.png"                       | Bin 0 -> 89 bytes
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 .../cat/1484062547.png"                       | Bin 0 -> 89 bytes
 .../cat/1484062555.png"                       | Bin 0 -> 89 bytes
 .../cat/1484062628.png"                       | Bin 0 -> 89 bytes
 .../cat/1484062646.png"                       | Bin 0 -> 89 bytes
 .../cat/1484127810.png"                       | Bin 0 -> 89 bytes
 .../cat/1484128107.png"                       | Bin 0 -> 89 bytes
 .../cat/1484128325.png"                       | Bin 0 -> 89 bytes
 .../cat/1484128363.png"                       | Bin 0 -> 89 bytes
 .../cat/1484128401.png"                       | Bin 0 -> 89 bytes
 .../cat/1484128417.png"                       | Bin 0 -> 89 bytes
 .../cat/1484128519.png"                       | Bin 0 -> 89 bytes
 .../cat/1484128649.png"                       | Bin 0 -> 89 bytes
 .../cat/1484128765.png"                       | Bin 0 -> 89 bytes
 .../cat/1484128777.png"                       | Bin 0 -> 100 bytes
 .../cat/1484128843.png"                       | Bin 0 -> 89 bytes
 .../cat/1484128879.png"                       | Bin 0 -> 89 bytes
 .../cat/1484128904.png"                       | Bin 0 -> 89 bytes
 .../cat/1484128984.png"                       | Bin 0 -> 89 bytes
 .../num\345\211\257\346\234\254/login.py"     |  49 ++++++
 .../num\345\211\257\346\234\254/recognise.py" | 144 ++++++++++++++++++
 .../num\345\211\257\346\234\254/temp/1.png"   | Bin 0 -> 107 bytes
 .../num\345\211\257\346\234\254/temp/2.png"   | Bin 0 -> 118 bytes
 .../num\345\211\257\346\234\254/temp/21.png"  | Bin 0 -> 114 bytes
 .../num\345\211\257\346\234\254/temp/3.png"   | Bin 0 -> 117 bytes
 .../num\345\211\257\346\234\254/temp/31.png"  | Bin 0 -> 116 bytes
 .../num\345\211\257\346\234\254/temp/32.png"  | Bin 0 -> 117 bytes
 .../num\345\211\257\346\234\254/temp/4.png"   | Bin 0 -> 109 bytes
 .../num\345\211\257\346\234\254/temp/41.png"  | Bin 0 -> 109 bytes
 .../num\345\211\257\346\234\254/temp/42.png"  | Bin 0 -> 111 bytes
 .../num\345\211\257\346\234\254/temp/5.png"   | Bin 0 -> 115 bytes
 .../num\345\211\257\346\234\254/temp/6.png"   | Bin 0 -> 119 bytes
 .../num\345\211\257\346\234\254/temp/61.png"  | Bin 0 -> 119 bytes
 .../num\345\211\257\346\234\254/temp/7.png"   | Bin 0 -> 116 bytes
 .../num\345\211\257\346\234\254/temp/71.png"  | Bin 0 -> 116 bytes
 .../num\345\211\257\346\234\254/temp/8.png"   | Bin 0 -> 104 bytes
 .../num\345\211\257\346\234\254/temp/81.png"  | Bin 0 -> 104 bytes
 .../num\345\211\257\346\234\254/temp/9.png"   | Bin 0 -> 121 bytes
 .../num\345\211\257\346\234\254/temp/91.png"  | Bin 0 -> 117 bytes
 .../num\345\211\257\346\234\254/temp/92.png"  | Bin 0 -> 121 bytes
 .../temp.py"                                  | 121 +++++++++++++++
 .../temp1/1.png"                              | Bin 0 -> 107 bytes
 .../temp1/2.png"                              | Bin 0 -> 118 bytes
 .../temp1/21.png"                             | Bin 0 -> 114 bytes
 .../temp1/3.png"                              | Bin 0 -> 117 bytes
 .../temp1/31.png"                             | Bin 0 -> 116 bytes
 .../temp1/32.png"                             | Bin 0 -> 117 bytes
 .../temp1/4.png"                              | Bin 0 -> 109 bytes
 .../temp1/41.png"                             | Bin 0 -> 109 bytes
 .../temp1/42.png"                             | Bin 0 -> 111 bytes
 .../temp1/5.png"                              | Bin 0 -> 115 bytes
 .../temp1/6.png"                              | Bin 0 -> 119 bytes
 .../temp1/61.png"                             | Bin 0 -> 119 bytes
 .../temp1/7.png"                              | Bin 0 -> 116 bytes
 .../temp1/71.png"                             | Bin 0 -> 116 bytes
 .../temp1/8.png"                              | Bin 0 -> 104 bytes
 .../temp1/81.png"                             | Bin 0 -> 104 bytes
 .../temp1/9.png"                              | Bin 0 -> 121 bytes
 .../temp1/91.png"                             | Bin 0 -> 117 bytes
 .../temp1/92.png"                             | Bin 0 -> 121 bytes
 .../trins/11.png"                             | Bin 0 -> 351 bytes
 .../trins/12.png"                             | Bin 0 -> 359 bytes
 .../trins/13.png"                             | Bin 0 -> 366 bytes
 .../trins/14.png"                             | Bin 0 -> 357 bytes
 .../trins/15.png"                             | Bin 0 -> 355 bytes
 "2.\344\273\243\347\220\206/xicidaili.py"     |   2 +-
 89 files changed, 353 insertions(+), 25 deletions(-)
 rename "1.\351\252\214\350\257\201\347\240\201/num/3.jpeg" => "1.\351\252\214\350\257\201\347\240\201/PIL_EXAMPLES/30.png" (100%)
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 create mode 100644 "1.\351\252\214\350\257\201\347\240\201/fuhao.png"
 create mode 100644 "1.\351\252\214\350\257\201\347\240\201/num/3.png"
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 create mode 100644 "1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/README.md"
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diff --git "a/1.\351\252\214\350\257\201\347\240\201/PIL_EXAMPLES/6_L.png" "b/1.\351\252\214\350\257\201\347\240\201/PIL_EXAMPLES/6_L.png"
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diff --git "a/1.\351\252\214\350\257\201\347\240\201/PIL_EXAMPLES/rotate.py" "b/1.\351\252\214\350\257\201\347\240\201/PIL_EXAMPLES/rotate.py"
index d2691571..443960b5 100644
--- "a/1.\351\252\214\350\257\201\347\240\201/PIL_EXAMPLES/rotate.py"
+++ "b/1.\351\252\214\350\257\201\347\240\201/PIL_EXAMPLES/rotate.py"
@@ -1,29 +1,31 @@
 # coding:utf-8
 from __future__ import print_function
-from PIL import Image
-import glob, os
+#from PIL import Image
+import Image
+#import glob, os
 
 
 
-size = 128,128
+#size = 128,128
 # 打开图片
-im = Image.open("1.png")
+#im = Image.open("11.png")
 # 旋转45度 并且 显示
 
 # im.rotate(45).show()
 
 # 遍历该目录下的所有PNG文件，打开并且创建略缩图
-for infile in glob.glob("*.png"):
-    file,ext = os.path.splitext(infile)
-#    print file,ext
-    im = Image.open(infile)
-    im.thumbnail(size,Image.ANTIALIAS)
-    #im.save(file+".thumbnail","JPEG")
+# for infile in glob.glob("*.png"):
+#     file,ext = os.path.splitext(infile)
+# #    print file,ext
+#     im = Image.open(infile)
+#     im.thumbnail(size,Image.ANTIALIAS)
+#     #im.save(file+".thumbnail","JPEG")
 
 # 创建新图片，并保存
-new_img = Image.new("RGB",(512,512),"white")
+# 101 31
+#new_img = Image.new("RGB",(101,31),"white")
 #new_img.save("NEW.png")
-im_2 = Image.open("1.1.png")
+# im_2 = Image.open("1.1.png")
 #im_3 = Image.composite(im.copy(),im_2.copy(),'L')
 
 # 将im与im_2 根据透明度进行合并
@@ -37,17 +39,14 @@
 #输出im的最大最小rgb
 #print im_2.getextrema()
 
-im = Image.open('6.png')
-im = im.convert('L')
-im = im.resize((32,32),Image.ANTIALIAS)
-im.save('6_L.png')
-
-#print im.getpixel((0,0))#灰度图没有rgb直接是统一值
-#print im.size
+im = Image.open('11.png')
+#im = im.convert('L')
+#im = im.resize((32,32),Image.ANTIALIAS)
+#im.save('11_l.png')
 for i in xrange(im.size[0]):
     for j in xrange(im.size[1]):
 
-        #print im.getpixel((i,j))
+        print im.getpixel((i,j))
         l = im.getpixel((j,i))
         if( l > 220):
             print ('0',end='')
diff --git "a/1.\351\252\214\350\257\201\347\240\201/fuhao.png" "b/1.\351\252\214\350\257\201\347\240\201/fuhao.png"
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diff --git "a/1.\351\252\214\350\257\201\347\240\201/num/3.png" "b/1.\351\252\214\350\257\201\347\240\201/num/3.png"
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diff --git "a/1.\351\252\214\350\257\201\347\240\201/num/recognise.py" "b/1.\351\252\214\350\257\201\347\240\201/num/recognise.py"
index a14b4e30..dde40457 100644
--- "a/1.\351\252\214\350\257\201\347\240\201/num/recognise.py"
+++ "b/1.\351\252\214\350\257\201\347\240\201/num/recognise.py"
@@ -3,7 +3,7 @@
 import os
 import requests
 from PIL import Image
-import math
+import math,time
 
 def imagesget():
     os.mkdir('images')
@@ -24,7 +24,7 @@ def convert_image(image):
             pix=image.getpixel((x,y))
             if pix<120:#灰度低于120 设置为 0
                 image2.putpixel((x,y),0)
-    image2.save('L.jpeg')#将灰度图存储下来看效果
+    image2.save('L.png')#将灰度图存储下来看效果
     return image2
 
 def cut_image(image):
@@ -86,12 +86,14 @@ def magnitude(self,concordance):
 
     #计算矢量之间的 cos 值
     def relation(self,concordance1, concordance2):
-            
+
         relevance = 0
         topvalue = 0
         for word, count in concordance1.items():
             if word in concordance2:
+                print type(topvalue),topvalue,count,concordance2[word]
                 topvalue += count * concordance2[word]
+                time.sleep(10)
         return topvalue / (self.magnitude(concordance1) * self.magnitude(concordance2))
 
     def recognise(self,image):
@@ -119,7 +121,8 @@ def recognise(self,image):
 if __name__=='__main__':
     imageRecognize=CaptchaRecognize()
     # 设置图片路径
-    image=Image.open('3.jpeg')
+    image=Image.open('3.png')
+    print image.mode
 
     result=imageRecognize.recognise(image)
 
diff --git "a/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/L.png" "b/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/L.png"
new file mode 100644
index 0000000000000000000000000000000000000000..e8126edf79fc2a00eaaee79a475a8be8ddf9879f
GIT binary patch
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diff --git "a/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/README.md" "b/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/README.md"
new file mode 100644
index 00000000..d3735a7c
--- /dev/null
+++ "b/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/README.md"
@@ -0,0 +1,12 @@
+本部分测试了简单的图像验证码的处理
+
+主要代码为:recognise.py
+
+在main中可以替换为你需要解析的图片路径与名称,
+
+产生L.png是进行了灰度以及二值转换之后的图片在本目录下
+
+还会产生字符切割的效果
+
+用户可以将切割出来的字符人工标记后加入到icon中成为新字符集合.
+
diff --git "a/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/cat/1484061493.png" "b/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/cat/1484061493.png"
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diff --git "a/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/cat/1484061517.png" "b/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/cat/1484061517.png"
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diff --git "a/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/cat/1484061602.png" "b/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/cat/1484061602.png"
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diff --git "a/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/cat/1484061821.png" "b/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/cat/1484061821.png"
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diff --git "a/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/cat/1484061833.png" "b/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/cat/1484061833.png"
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diff --git "a/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/cat/1484062418.png" "b/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/cat/1484062418.png"
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diff --git "a/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/cat/1484062521.png" "b/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/cat/1484062521.png"
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diff --git "a/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/cat/1484062530.png" "b/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/cat/1484062530.png"
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diff --git "a/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/cat/1484062547.png" "b/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/cat/1484062547.png"
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diff --git "a/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/cat/1484062555.png" "b/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/cat/1484062555.png"
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diff --git "a/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/cat/1484062628.png" "b/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/cat/1484062628.png"
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diff --git "a/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/cat/1484062646.png" "b/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/cat/1484062646.png"
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literal 0
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diff --git "a/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/cat/1484127810.png" "b/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/cat/1484127810.png"
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literal 0
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diff --git "a/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/cat/1484128107.png" "b/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/cat/1484128107.png"
new file mode 100644
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literal 0
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diff --git "a/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/cat/1484128325.png" "b/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/cat/1484128325.png"
new file mode 100644
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GIT binary patch
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literal 0
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diff --git "a/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/cat/1484128363.png" "b/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/cat/1484128363.png"
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GIT binary patch
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literal 0
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diff --git "a/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/cat/1484128401.png" "b/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/cat/1484128401.png"
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literal 0
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diff --git "a/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/cat/1484128417.png" "b/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/cat/1484128417.png"
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GIT binary patch
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literal 0
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diff --git "a/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/cat/1484128519.png" "b/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/cat/1484128519.png"
new file mode 100644
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GIT binary patch
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literal 0
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diff --git "a/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/cat/1484128649.png" "b/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/cat/1484128649.png"
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GIT binary patch
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literal 0
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diff --git "a/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/cat/1484128765.png" "b/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/cat/1484128765.png"
new file mode 100644
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GIT binary patch
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literal 0
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diff --git "a/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/cat/1484128777.png" "b/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/cat/1484128777.png"
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GIT binary patch
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diff --git "a/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/cat/1484128843.png" "b/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/cat/1484128843.png"
new file mode 100644
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GIT binary patch
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literal 0
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diff --git "a/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/cat/1484128879.png" "b/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/cat/1484128879.png"
new file mode 100644
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GIT binary patch
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literal 0
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diff --git "a/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/cat/1484128904.png" "b/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/cat/1484128904.png"
new file mode 100644
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GIT binary patch
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literal 0
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diff --git "a/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/cat/1484128984.png" "b/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/cat/1484128984.png"
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literal 0
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diff --git "a/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/login.py" "b/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/login.py"
new file mode 100644
index 00000000..0b34c51a
--- /dev/null
+++ "b/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/login.py"
@@ -0,0 +1,49 @@
+#coding:utf-8
+
+import requests
+from recognise import *
+from PIL import Image
+import base64
+import getpass
+
+
+def login(username,passwd):
+    session=requests.session()
+    session.get('http://wsxk.hust.edu.cn/login.jsp').text
+    img=session.get('http://wsxk.hust.edu.cn/randomImage.action').content
+    with open('captcha.jpeg','wb') as imgfile:
+        imgfile.write(img)
+    imageRecognize=CaptchaRecognize()
+    image=Image.open('captcha.jpeg')
+    result=imageRecognize.recognise(image)
+    string=''
+    for item in result:
+        string+=item[1]
+    print(string)
+    data={
+    'usertype':"xs",
+    'username':username,
+    'password':passwd,
+    'rand':string,
+    'sm1':"",
+    'ln':"app610.dc.hust.edu.cn"
+    }
+    headers = {
+        'Host':"wsxk.hust.edu.cn",
+        "Accept": "text/html,application/xhtml+xml,application/xml;q=0.9,*/*;q=0.8",
+        "Accept-Encoding": "gzip, deflate",
+        "Accept-Language": "en-US,en;q=0.5",
+        "Connection": "keep-alive",
+        'Referer':"http://wsxk.hust.edu.cn/login.jsp",
+        "User-Agent": "Mozilla/5.0 (X11; Ubuntu; Linux x86_64; rv:39.0) Gecko/20100101 Firefox/39.0"}
+    session.post('http://wsxk.hust.edu.cn/hublogin.action',data=data,headers=headers)
+    html=session.get('http://wsxk.hust.edu.cn/select.jsp',headers=headers).text
+    print(html)
+    return session
+
+def main():
+    username=input('username:')
+    passwd=base64.b64encode(getpass.getpass('Passwd:').encode()).decode()
+    login(username,passwd)
+
+main()
diff --git "a/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/recognise.py" "b/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/recognise.py"
new file mode 100644
index 00000000..cee1d8ed
--- /dev/null
+++ "b/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/recognise.py"
@@ -0,0 +1,144 @@
+#coding:utf-8
+
+import os
+import requests
+from PIL import Image
+import math,time
+
+def convert_image(image):
+    image=image.convert('L')#灰度
+    image2=Image.new('L',image.size,255)
+    for x in range(image.size[0]):
+        for y in range(image.size[1]):
+            pix=image.getpixel((x,y))
+            if pix<120:#灰度低于120 设置为 0
+                image2.putpixel((x,y),0)
+    image2.save('L.png')#将灰度图存储下来看效果
+    return image2
+
+def cut_image(image):
+    ''' 字符切割,根据黑色的连续性,当某一列出现黑色为标志,当黑色消失为结束点'''
+    inletter=False
+    foundletter=False
+    letters=[]
+    start=0
+    end=0
+    for x in range(image.size[0]):
+        for y in range(image.size[1]):
+            pix=image.getpixel((x,y))
+            if(pix==0):
+                inletter=True
+        if foundletter==False and inletter ==True:
+            foundletter=True
+            start=x
+        if foundletter==True and inletter==False:
+            end=x
+            letters.append((start,end))
+            foundletter=False
+        inletter=False
+    images=[]
+    for letter in letters:
+        img=image.crop((letter[0],0,letter[1],image.size[1]))
+        #img.save(str(letter[0])+'.png')#展示切割效果
+        img.save("./cat/"+str(int(time.time()))+'.png')#展示切割效果
+        images.append(img)
+    return images
+
+def buildvector(image):
+    ''' 图片转换成矢量,将二维的图片转为一维'''
+    result={}
+    count=0
+    for i in image.getdata():
+        result[count]=i
+        count+=1
+    #print result
+    return result
+
+
+class CaptchaRecognize:
+    def __init__(self):
+        self.letters=['0','1','2','3','4','5','6','7','8','9']
+        self.loadSet()
+
+    def loadSet(self):
+        self.imgset=[]
+        for letter in self.letters:
+            temp=[]
+            for img in os.listdir('./icon/%s'%(letter)):
+                temp.append(buildvector(Image.open('./icon/%s/%s'%(letter,img))))
+            self.imgset.append({letter:temp})
+
+    #计算矢量大小
+    def magnitude(self,concordance):
+        total = 0
+        for word,count in concordance.items():
+            try:
+                if(type(count) == type(())):
+                    total += count[0] ** 2
+                #print type(total),total,type(count),count ** 2
+                else:
+                    total += count ** 2
+            except Exception,e:
+                print type(total),total,type(count),count
+                print e
+        return math.sqrt(total)
+
+    #计算矢量之间的 cos 值
+    def relation(self,concordance1, concordance2):
+        relevance = 0
+        topvalue = 0
+        for word, count in concordance1.items():
+            if word in concordance2:
+                print type(topvalue),topvalue,count,concordance2[word]
+                time.sleep(1)
+                topvalue += count * concordance2[word][0]
+                #time.sleep(10)
+        return topvalue / (self.magnitude(concordance1) * self.magnitude(concordance2))
+
+    def recognise(self,image):
+        image=convert_image(image)#二值化
+        images=cut_image(image)#字符单独切割出来
+        vectors=[]
+        for img in images:
+            vectors.append(buildvector(img))
+        result=[]
+        for vector in vectors:
+            guess=[]
+            for image in self.imgset:
+                for letter,temp in image.items():
+                    relevance=0
+                    num=0
+                    for img in temp:
+                        relevance+=self.relation(vector,img)
+                        num+=1
+                    relevance=relevance/num
+                    guess.append((relevance,letter))
+            guess.sort(reverse=True)
+            result.append(guess[0])
+        return result
+
+if __name__=='__main__':
+    import os
+    dir="./temp"
+    name_list = []
+    for root,dirs,files in os.walk(dir):
+        for file in files:
+            #name_list.append(file)
+            name = os.path.join(root,file)
+            name_list.append(name)
+
+    print name_list
+    for i in name_list:
+        #name = '11'
+        name = i
+        print name
+
+        imageRecognize=CaptchaRecognize()
+        # 设置图片路径
+        image=Image.open(name)
+        #image=Image.open('./temp/2.png')
+        print image.mode
+        result=imageRecognize.recognise(image)
+        string=[''.join(item[1]) for item in result]
+        print(string)
+        break
diff --git "a/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/temp/1.png" "b/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/temp/1.png"
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diff --git "a/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/temp/21.png" "b/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/temp/21.png"
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diff --git "a/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/temp/3.png" "b/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/temp/3.png"
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diff --git "a/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/temp/31.png" "b/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/temp/31.png"
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diff --git "a/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/temp/32.png" "b/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/temp/32.png"
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diff --git "a/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/temp/4.png" "b/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/temp/4.png"
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diff --git "a/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/temp/41.png" "b/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/temp/41.png"
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diff --git "a/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/temp/42.png" "b/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/temp/42.png"
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diff --git "a/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/temp/5.png" "b/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/temp/5.png"
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diff --git "a/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/temp/6.png" "b/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/temp/6.png"
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diff --git "a/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/temp/61.png" "b/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/temp/61.png"
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diff --git "a/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/temp/7.png" "b/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/temp/7.png"
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diff --git "a/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/temp/71.png" "b/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/temp/71.png"
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diff --git "a/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/temp/8.png" "b/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/temp/8.png"
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diff --git "a/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/temp/81.png" "b/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/temp/81.png"
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diff --git "a/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/temp/9.png" "b/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/temp/9.png"
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diff --git "a/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/temp/91.png" "b/1.\351\252\214\350\257\201\347\240\201/num\345\211\257\346\234\254/temp/91.png"
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diff --git "a/1.\351\252\214\350\257\201\347\240\201/temp.py" "b/1.\351\252\214\350\257\201\347\240\201/temp.py"
new file mode 100644
index 00000000..fc3356e1
--- /dev/null
+++ "b/1.\351\252\214\350\257\201\347\240\201/temp.py"
@@ -0,0 +1,121 @@
+#coding:utf-8
+import Image
+
+def Noise(img,i,j):
+    #导入图像和ij，测试该点是否是噪点
+    num = 0
+
+    for temp_i in [-1,0,1]:
+        for temp_j in [-1,0,1]:
+            try:
+                if img.getpixel((i+temp_j,j+temp_j)) != img.getpixel((i,j)):
+                    num += 1
+                #    print img.getpixel((i,j))
+            except:
+                #print '11'
+                pass
+    if num == 6:
+        return 1 #如果周围8个点均与该点不同则该点为噪点
+    else :
+        return 0
+
+def cat_img(im,name):
+
+    box = (0,0,101,31)
+    im = im.crop(box)#切割
+    #im.show()
+    box = (0,0,26,30)
+    im1 = im.crop(box)#.convert('L')#切割
+    #im1.show() #第一个数字
+    box = (26,0,41,30)
+    im2 = im.crop(box)#.convert('L')#切割
+    #im2.show()# 运算符号
+    box = (41,0,65,30)
+    im3 = im.crop(box)#.convert('L')#切割
+    #im3.show()# 第二个数字
+    #region.show()
+    #(101, 31) {'0-0-255': 16, '0-255-0': 58, '255-0-0': 95, '68-146-137': 2899, '255-255-255': 63}                                      
+    print im.size
+#    rgb_dic = {}
+
+    # 二值化第一个数字
+    min_j_1 = 30
+    max_j_1 = 0
+    for i in range(im1.size[0]):
+        for j in range(im1.size[1]):
+            r,g,b = im1.getpixel((i,j))
+            if r == 255 and b != 255:
+                if min_j_1 > j:
+                    min_j_1 = j
+                max_j_1 = j
+                im1.putpixel((i,j), (0,0,0))
+            else:
+                im1.putpixel((i,j),(255,255,255))
+    cat_num_box_1 = (0,min_j_1,26,min_j_1+10)# 未知错误用固定字高10替代
+    im1 = im1.crop(cat_num_box_1)
+    print min_j_1,max_j_1,cat_num_box_1
+    #im1.show()
+    im1_1 = im1.crop((5,0,13,10))
+    im1_1.save("./temp/"+name+'_1_1.png')
+    im1_2 = im1.crop((14,0,22,10))
+    im1_2.save("./temp/"+name+'_1_2.png')
+
+    # 二值化运算符号
+    min_j_2 = 30
+    max_j_2 = 0
+    #im2.show()
+    try:
+        for i in range(im2.size[0]):
+            for j in range(im2.size[1]-4):
+                r,g,b = im2.getpixel((i,j))
+                if(Noise(im2,i,j)):
+                    continue
+
+                if r == 255 and b == 255:
+                    if min_j_2 > j:
+                        min_j_2 = j
+                    max_j_2 = j
+                    im2.putpixel((i,j), (0,0,0))
+                else:
+                    im2.putpixel((i,j),(255,255,255))
+        #im2.show()
+        print min_j_2,max_j_2
+        cat_num_box_2 = (0,min_j_2,14,min_j_2+10)#固定高度
+        im2 = im2.crop(cat_num_box_2)
+        #im2.show()
+        im2.save("./temp/"+name+'_fuhao.png')
+    except Exception,e:
+        print e
+
+    # # 二值化第二个数字
+    min_j_3 = 30
+    max_j_3 = 0
+    #im3.show()
+    for i in range(im3.size[0]):
+        for j in range(im3.size[1]):
+            r,g,b = im3.getpixel((i,j))
+            if g == 255 and b != 255:
+                if min_j_3 > j:
+                    min_j_3 = j
+                max_j_3 = j
+                im3.putpixel((i,j), (0,0,0))
+            else:
+                im3.putpixel((i,j),(255,255,255))
+    cat_num_box_3 = (0,min_j_3,24,min_j_3+10)#固定高度
+    im3 = im3.crop(cat_num_box_3)
+    #im3.show()
+    #im3.show()
+    print min_j_3,max_j_3,cat_num_box_3
+    im3.save("./temp/"+name+'_2.png')
+    # im3_1 = im3.crop((5,0,13,10))
+    # im3_1.save("./temp/"+name+'_3_1.png')
+    # im3_2 = im3.crop((14,0,22,10))
+    # im3_2.save("./temp/"+name+'_3_2.png')
+
+
+if __name__ == '__main__':
+    for i in ['11','12','13','14','15']:
+        #name = '11'
+        name = i
+        im = Image.open("./trins/"+name+'.png').convert('RGB')#重点要切换图片模式
+        cat_img(im,name)
diff --git "a/1.\351\252\214\350\257\201\347\240\201/temp1/1.png" "b/1.\351\252\214\350\257\201\347\240\201/temp1/1.png"
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GIT binary patch
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diff --git "a/1.\351\252\214\350\257\201\347\240\201/temp1/2.png" "b/1.\351\252\214\350\257\201\347\240\201/temp1/2.png"
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diff --git "a/1.\351\252\214\350\257\201\347\240\201/temp1/21.png" "b/1.\351\252\214\350\257\201\347\240\201/temp1/21.png"
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diff --git "a/1.\351\252\214\350\257\201\347\240\201/temp1/3.png" "b/1.\351\252\214\350\257\201\347\240\201/temp1/3.png"
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GIT binary patch
literal 117
zcmeAS@N?(olHy`uVBq!ia0vp^96-#)!2~4PmUdhRQZ}A0jv*CuO8XD;F(`02E&cj`
z{~xOjFE@QrF>qk+sAh2B+~Z+%<@JVb`*b!)Pu=*m;JL)qC~>VyEAwUS{C(#7UoU>z
R90xRq!PC{xWt~$(69BXVCz1dF

literal 0
HcmV?d00001

diff --git "a/1.\351\252\214\350\257\201\347\240\201/temp1/31.png" "b/1.\351\252\214\350\257\201\347\240\201/temp1/31.png"
new file mode 100644
index 0000000000000000000000000000000000000000..38626132fc9fd998b0600d11160304dff982b0ab
GIT binary patch
literal 116
zcmeAS@N?(olHy`uVBq!ia0vp^96-#)!2~4PmUdhRQr4a>jv*CuN_!3Y7z{X=xL^L?
zpTjQfGRcbbRO9C5tEvtPNqFwu^vmaY#iLzMBfPBD1Ml<6Ye_%taGz>_Xn_jHkFE<#
QfyOX+y85}Sb4q9e00TKCbN~PV

literal 0
HcmV?d00001

diff --git "a/1.\351\252\214\350\257\201\347\240\201/temp1/32.png" "b/1.\351\252\214\350\257\201\347\240\201/temp1/32.png"
new file mode 100644
index 0000000000000000000000000000000000000000..6f7c8a3ce0af23b3cb1da008623282ac093c8003
GIT binary patch
literal 117
zcmeAS@N?(olHy`uVBq!ia0vp^96-#)!2~4PmUdhRQZ}A0jv*CuO8XD;F(`02E&cj`
z{~xOjFE@QrF>qk+sAh2B+~Z+%<@JVb`*b!)Pu=*m;JL)qC~>VyEAwUS{C(#7UoU>z
R90xRq!PC{xWt~$(69BXVCz1dF

literal 0
HcmV?d00001

diff --git "a/1.\351\252\214\350\257\201\347\240\201/temp1/4.png" "b/1.\351\252\214\350\257\201\347\240\201/temp1/4.png"
new file mode 100644
index 0000000000000000000000000000000000000000..2bf5698478ba3912e7e45547ac1d1acd75a2a30b
GIT binary patch
literal 109
zcmeAS@N?(olHy`uVBq!ia0vp^96-#)!2~4PmUdhRQYM}*jv*Cudiy-N7!(8!U;6of
z{%gmAh0QaPxl}iuZB#i>wsdYt_V*2P>lAeZ*48due`lGN<hSXff@jKHeggF~c)I$z
JtaD0e0sxOfB=G<M

literal 0
HcmV?d00001

diff --git "a/1.\351\252\214\350\257\201\347\240\201/temp1/41.png" "b/1.\351\252\214\350\257\201\347\240\201/temp1/41.png"
new file mode 100644
index 0000000000000000000000000000000000000000..2bf5698478ba3912e7e45547ac1d1acd75a2a30b
GIT binary patch
literal 109
zcmeAS@N?(olHy`uVBq!ia0vp^96-#)!2~4PmUdhRQYM}*jv*Cudiy-N7!(8!U;6of
z{%gmAh0QaPxl}iuZB#i>wsdYt_V*2P>lAeZ*48due`lGN<hSXff@jKHeggF~c)I$z
JtaD0e0sxOfB=G<M

literal 0
HcmV?d00001

diff --git "a/1.\351\252\214\350\257\201\347\240\201/temp1/42.png" "b/1.\351\252\214\350\257\201\347\240\201/temp1/42.png"
new file mode 100644
index 0000000000000000000000000000000000000000..6beed4ae79fdc3208b301b0eef6f46b20770808a
GIT binary patch
literal 111
zcmeAS@N?(olHy`uVBq!ia0vp^96-#)!2~4PmUdhRQf8hmjv*CuTKgP@7!){|4*vf?
zlP}WB^|IXbzy&Hg9!xXT_;zz<8^4g(+F+)i_uED2f3a_SDg#HF1o!&MeGWhq7(8A5
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literal 0
HcmV?d00001

diff --git "a/1.\351\252\214\350\257\201\347\240\201/temp1/5.png" "b/1.\351\252\214\350\257\201\347\240\201/temp1/5.png"
new file mode 100644
index 0000000000000000000000000000000000000000..2e5b2b0c3e827a243fa9cca28ba41dc4bcc2f5b2
GIT binary patch
literal 115
zcmeAS@N?(olHy`uVBq!ia0vp^96-#)!2~4PmUdhRQdXWWjv*CuYI_~I7z{WLN8S9t
ze~v7RWZt>pl`2!?*mnf|K00~A7Ok7iydkVVwy9g?wY=R_{x$z`%ch$S2i3mGZqB|0
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literal 0
HcmV?d00001

diff --git "a/1.\351\252\214\350\257\201\347\240\201/temp1/6.png" "b/1.\351\252\214\350\257\201\347\240\201/temp1/6.png"
new file mode 100644
index 0000000000000000000000000000000000000000..37780df57831f098d30851d4b57c0630c03a1d1d
GIT binary patch
literal 119
zcmeAS@N?(olHy`uVBq!ia0vp^96-#)!2~4PmUdhRQg)s$jv*CuruG~1F(~jb**^Zi
zzlVA2N?)0jMV3sOlNt(DPPSE9C)#Ig`8KRd(Uw}+IG^|NzQW$;4r?EMeZclOROg?P
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literal 0
HcmV?d00001

diff --git "a/1.\351\252\214\350\257\201\347\240\201/temp1/61.png" "b/1.\351\252\214\350\257\201\347\240\201/temp1/61.png"
new file mode 100644
index 0000000000000000000000000000000000000000..37780df57831f098d30851d4b57c0630c03a1d1d
GIT binary patch
literal 119
zcmeAS@N?(olHy`uVBq!ia0vp^96-#)!2~4PmUdhRQg)s$jv*CuruG~1F(~jb**^Zi
zzlVA2N?)0jMV3sOlNt(DPPSE9C)#Ig`8KRd(Uw}+IG^|NzQW$;4r?EMeZclOROg?P
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literal 0
HcmV?d00001

diff --git "a/1.\351\252\214\350\257\201\347\240\201/temp1/7.png" "b/1.\351\252\214\350\257\201\347\240\201/temp1/7.png"
new file mode 100644
index 0000000000000000000000000000000000000000..cf882209513b694755191283324f539598a827d5
GIT binary patch
literal 116
zcmeAS@N?(olHy`uVBq!ia0vp^96-#)!2~4PmUdhRQr4a>jv*Cuk`oTF{rms_{HOo_
z>r)in+}t>tIal+QaCQ`RNcu#$3JPT`3gGk!WMgA<+wprtM4x8Y`JD`5f)d;x{+Y`G
PjbZR~^>bP0l+XkKJz*o8

literal 0
HcmV?d00001

diff --git "a/1.\351\252\214\350\257\201\347\240\201/temp1/71.png" "b/1.\351\252\214\350\257\201\347\240\201/temp1/71.png"
new file mode 100644
index 0000000000000000000000000000000000000000..cf882209513b694755191283324f539598a827d5
GIT binary patch
literal 116
zcmeAS@N?(olHy`uVBq!ia0vp^96-#)!2~4PmUdhRQr4a>jv*Cuk`oTF{rms_{HOo_
z>r)in+}t>tIal+QaCQ`RNcu#$3JPT`3gGk!WMgA<+wprtM4x8Y`JD`5f)d;x{+Y`G
PjbZR~^>bP0l+XkKJz*o8

literal 0
HcmV?d00001

diff --git "a/1.\351\252\214\350\257\201\347\240\201/temp1/8.png" "b/1.\351\252\214\350\257\201\347\240\201/temp1/8.png"
new file mode 100644
index 0000000000000000000000000000000000000000..aedeef0510b7f93ff2457dffaeb50e4c124ff411
GIT binary patch
literal 104
zcmeAS@N?(olHy`uVBq!ia0vp^96-#)!2~4PmUdhRQu>}Qjv*CulK=ewZ?CMZ%*+F1
z$RA2@dFCAAaKq=sstHSHKF~3d?YXj*SzF<55yMOt1ID~tuS|ei89ZJ6T-G@yGywq6
C<{?r5

literal 0
HcmV?d00001

diff --git "a/1.\351\252\214\350\257\201\347\240\201/temp1/81.png" "b/1.\351\252\214\350\257\201\347\240\201/temp1/81.png"
new file mode 100644
index 0000000000000000000000000000000000000000..aedeef0510b7f93ff2457dffaeb50e4c124ff411
GIT binary patch
literal 104
zcmeAS@N?(olHy`uVBq!ia0vp^96-#)!2~4PmUdhRQu>}Qjv*CulK=ewZ?CMZ%*+F1
z$RA2@dFCAAaKq=sstHSHKF~3d?YXj*SzF<55yMOt1ID~tuS|ei89ZJ6T-G@yGywq6
C<{?r5

literal 0
HcmV?d00001

diff --git "a/1.\351\252\214\350\257\201\347\240\201/temp1/9.png" "b/1.\351\252\214\350\257\201\347\240\201/temp1/9.png"
new file mode 100644
index 0000000000000000000000000000000000000000..9f36fad377b642cd48c1dfccdbd02b344cc2256f
GIT binary patch
literal 121
zcmeAS@N?(olHy`uVBq!ia0vp^96-#)!2~4PmUdhRQVyOjjv*CuO8Y&97!)~}t*`z0
zfBJ3XrAvXuiUNm(L_H2Ugt{@5KE1gsVVAUijC<^-llzO^7yiw=+Y+k1=-Jl<_TG6$
VZ+m{OItw(5!PC{xWt~$(6983_D?b1L

literal 0
HcmV?d00001

diff --git "a/1.\351\252\214\350\257\201\347\240\201/temp1/91.png" "b/1.\351\252\214\350\257\201\347\240\201/temp1/91.png"
new file mode 100644
index 0000000000000000000000000000000000000000..d36666c1288b70f2939efacf72940236755b41ae
GIT binary patch
literal 117
zcmeAS@N?(olHy`uVBq!ia0vp^96-#)!2~4PmUdhRQZ}A0jv*CuYW*Gg7!){!uK(Zf
z!@l;yS&N4b0TWmf*j1Vxo)@r`m#%zcc3{1$XJ+=y)tUOM*8I2rwC&|V-b>rn*_g}J
R=K#%N@O1TaS?83{1OPy<CK><$

literal 0
HcmV?d00001

diff --git "a/1.\351\252\214\350\257\201\347\240\201/temp1/92.png" "b/1.\351\252\214\350\257\201\347\240\201/temp1/92.png"
new file mode 100644
index 0000000000000000000000000000000000000000..9f36fad377b642cd48c1dfccdbd02b344cc2256f
GIT binary patch
literal 121
zcmeAS@N?(olHy`uVBq!ia0vp^96-#)!2~4PmUdhRQVyOjjv*CuO8Y&97!)~}t*`z0
zfBJ3XrAvXuiUNm(L_H2Ugt{@5KE1gsVVAUijC<^-llzO^7yiw=+Y+k1=-Jl<_TG6$
VZ+m{OItw(5!PC{xWt~$(6983_D?b1L

literal 0
HcmV?d00001

diff --git "a/1.\351\252\214\350\257\201\347\240\201/trins/11.png" "b/1.\351\252\214\350\257\201\347\240\201/trins/11.png"
new file mode 100644
index 0000000000000000000000000000000000000000..8174e0d238ae7f598724ec7985141bc7786f1d0b
GIT binary patch
literal 351
zcmV-l0igbgP)<h;3K|Lk000e1NJLTq004LZ001Zi0{{R3$HXHR0000IP)t-s|NsAF
zvakOD0RR900RI300RMeFEzbY|0SHM%K~zYI?Ul_9!ypWW!v+S?0bqqrfW!hlWdBtP
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zYx?lOGfpWZ?Z_G9+B+$|{|?MxEFUiIw8LYoaG<pCu}0<1z$!cnWo-i|(xYbbf*Q8z
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zRpN1;=c^w(SFIm+{z&pBfpS~JhJi0}+ou1jh-R^ykEFjt1l#j)apk%W^ZGk@;Q-rk
xCdX(zYAFoZ7AI(Vm^ll4M|%0yzv|YlnciORbc=FjsyzSz002ovPDHLkV1gC4o~-}?

literal 0
HcmV?d00001

diff --git "a/1.\351\252\214\350\257\201\347\240\201/trins/12.png" "b/1.\351\252\214\350\257\201\347\240\201/trins/12.png"
new file mode 100644
index 0000000000000000000000000000000000000000..3f7642607e4ca1f376ef6869d6d09e252f09247d
GIT binary patch
literal 359
zcmV-t0hs=YP)<h;3K|Lk000e1NJLTq004LZ001Zi0{{R3$HXHR0000IP)t-s|NsAM
zCUpM*0RR900RI300RNlt9|8aX0T4+<K~zYI?UdUM!ypVr!v=uT0q_c)AQB7oBm1vX
zLx5l~kF-_4;wVHS9Ih`07Iit~lHw{!VIlvf{8LzP1L`gS^O3TfUK<5NxV3x{mJ`aW
z-SD+!K3+L<{lsuz>z{SYGS{=7ky_n2oAp6ZDd57VR8cZ2hZSoprx}E&&@-B5l9DA1
zu8bsY=U8Q)+sYd7SNa(}JJ6<FnlP$Dszd?Tb*Hd4IegUZELC;tDC|&7yD%L#$z$L5
z7uo*=J~kd0;7$k=6o%u#z!2loRua?ZVG+{qz^W?M1?75^_(7BK^c^S}xINOxQEK0a
z?=C<w52xCn&e}K0M2wWX3)sC3I+$+;%6%Ide8(N5cmwYlbPw1i*0=xw002ovPDHLk
FV1j<1nl}Id

literal 0
HcmV?d00001

diff --git "a/1.\351\252\214\350\257\201\347\240\201/trins/13.png" "b/1.\351\252\214\350\257\201\347\240\201/trins/13.png"
new file mode 100644
index 0000000000000000000000000000000000000000..f109da3354c26f8abdf81832ccb7e8c9a78cf298
GIT binary patch
literal 366
zcmV-!0g?WRP)<h;3K|Lk000e1NJLTq004LZ001Zi0{{R3$HXHR0000IP)t-s|Ns9G
zK?eT-0RR900RI300RM2{k9Gh60T)R`K~zYI?UhjugCGosN3sJH;|^f2uoIYYfjxNt
ztE>e!s1)e7*EL2H?f3s}LA`i;xOj$32_*@}8Zd<Wt^*j_eCONHVCdu;U=yapAD}us
z6F}Tj(sbHu2w|to&a;SvTsDuovldqZSs+J-!3LA-TESen=Dct>EKRz1iqw6eW36FI
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z3Vr?oG{R1`hH~#)XXUNxrs+3+>Di6o=@v7?)<1^Xzy3}B;~$fF0zvq57K_S;%K!iX
M07*qoM6N<$f{R9>%>V!Z

literal 0
HcmV?d00001

diff --git "a/1.\351\252\214\350\257\201\347\240\201/trins/14.png" "b/1.\351\252\214\350\257\201\347\240\201/trins/14.png"
new file mode 100644
index 0000000000000000000000000000000000000000..d63dee5a9ca4178de7ebe677f1d2f04ca0cb7308
GIT binary patch
literal 357
zcmV-r0h<1aP)<h;3K|Lk000e1NJLTq004LZ001Zi0{{R3$HXHR0000IP)t-s|NsAd
zmLvZF0RR900RI300RI@z6(|4z0S-w-K~zYI?UX?hgCGn=%?*IDd&w1g0%y2D7vBFW
z1ymp*3bpOd?~LOBkDq+SLH9`&k3&)y3J`8>Sn+|n2njyLRGw!r6sv$er7aO{v+N@o
ztMS*cLBw#Y*7Fc>?S;ZNP8eIP8=Z5rc8+-q&Ngpc1UAm$V#Wd-b0p3Y_P&L+p9c<u
zZ#Qgec+XBV=M)7=8=|Y3);Um{v8Fwz%J{3=GNZ=KS%&>+hM!)^nDl&5HpYtv=JXE3
zIc#v^A4#mYD=<MT6#{!K%knyb+eetxe&Jx`T?ANF4y#&a*OD4h9sjVlj^W)C#L=&v
zfy28G%d3v>iZgi?pO+1}j6bD)1#W)c#e(71t$w`$Yg2P)ed?2?00000NkvXXu0mjf
DQqGx)

literal 0
HcmV?d00001

diff --git "a/1.\351\252\214\350\257\201\347\240\201/trins/15.png" "b/1.\351\252\214\350\257\201\347\240\201/trins/15.png"
new file mode 100644
index 0000000000000000000000000000000000000000..ebbc04a34ef0a6584eabce56ea775932fe25096a
GIT binary patch
literal 355
zcmV-p0i6DcP)<h;3K|Lk000e1NJLTq004LZ001Zi0{{R3$HXHR0000IP)t-s|NsAy
z!m<AV0RR900RI300RN)ypnL!T0Srk*K~zYI?Ul<BgD?z4tqvqY3cwv?QUNn+AP4$y
zCH?@hY~j!3$_@w6@Yt0M#!yv8si8Slhn-*$#%r<$Yd1GwTlm%<Vgx){?H<&MrL$Gx
zT-Gic3;}MmJ1s|dDeU4|+(Y7-xCpJoln?AWcoTlSD#5W2o_Qr=CVFn$_DPKe3@XgX
zG_Uh2j46&ITdE)ZcJjunJDe}as#pmD%fTMbk>eva?9OG+3LJW-5F66i?y3ztXFO9&
z6>$Degq|s#R|U=$N!7SxC-DPQjWK_>Gx-VmfiZL84VTVvaXuQmdoyTDez1e^U(SL}
zU`T_76LnNcv18g;mil84E*13rF8Z9i;9Iv^`T}oLbCB|HP8|RM002ovPDHLkV1his
Bm6-ql

literal 0
HcmV?d00001

diff --git "a/2.\344\273\243\347\220\206/xicidaili.py" "b/2.\344\273\243\347\220\206/xicidaili.py"
index b9faf30f..2a09ed2b 100644
--- "a/2.\344\273\243\347\220\206/xicidaili.py"
+++ "b/2.\344\273\243\347\220\206/xicidaili.py"
@@ -94,7 +94,7 @@ def re_html_code(html_code,proxy_list_json):
             Remarks = 'ly'
             # `id`, `proxy_ip`, `proxy_port`, `proxy_country`, `proxy_type`, `addtime`, `Last_test_time`, `proxy_status`, `Remarks`
             list_i = [PROXY_IP,PROXY_PORT,PROXY_COUNTRY,PROXY_TYPE,addtime,Last_test_time,proxy_status,Remarks]
-
+            #print list_i
             proxy_list_json.append(list_i)
 
         print proxy_list_json