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使用TensorFlow去训练自己生成的验证码, | ||
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当前进度: | ||
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验证码自动生成---完成 |
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#coding:utf-8 | ||
from captcha.image import ImageCaptcha # pip install captcha | ||
import numpy as np | ||
import matplotlib.pyplot as plt | ||
from PIL import Image | ||
import random,time | ||
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# 验证码中的字符, 就不用汉字了 | ||
number = ['0','1','2','3','4','5','6','7','8','9'] | ||
alphabet = ['a','b','c','d','e','f','g','h','i','j','k','l','m','n','o','p','q','r','s','t','u','v','w','x','y','z'] | ||
ALPHABET = ['A','B','C','D','E','F','G','H','I','J','K','L','M','N','O','P','Q','R','S','T','U','V','W','X','Y','Z'] | ||
# 验证码一般都无视大小写;验证码长度4个字符 | ||
def random_captcha_text(char_set=number+alphabet+ALPHABET, captcha_size=4): | ||
captcha_text = [] | ||
for i in range(captcha_size): | ||
c = random.choice(char_set) | ||
captcha_text.append(c) | ||
return captcha_text | ||
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# 生成字符对应的验证码 | ||
def gen_captcha_text_and_image(): | ||
image = ImageCaptcha() | ||
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captcha_text = random_captcha_text() | ||
captcha_text = ''.join(captcha_text) | ||
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captcha = image.generate(captcha_text) | ||
image.write(captcha_text, captcha_text + '.jpg') # 写到文件 | ||
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captcha_image = Image.open(captcha) | ||
captcha_image = np.array(captcha_image) | ||
return captcha_text, captcha_image | ||
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if __name__ == '__main__': | ||
# 测试 | ||
while(1): | ||
text, image = gen_captcha_text_and_image() | ||
print 'begin ',time.ctime(),type(image) | ||
f = plt.figure() | ||
ax = f.add_subplot(111) | ||
ax.text(0.1, 0.9,text, ha='center', va='center', transform=ax.transAxes) | ||
plt.imshow(image) | ||
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#plt.show() | ||
print 'end ',time.ctime() |
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