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者也 - 知乎倒立的文字汉字验证码识别程序

Home Page: https://blog.74ls74.org/

Python 100.00%

zhihu neural-network python pytorch gmm

zheye's Introduction

者也 - 知乎汉字验证码识别程序

知乎用户登录验证码很有个性，找到图中倒立文字的位置

https://www.zhihu.com/captcha.gif?type=login&lang=cn

keyword

卷积神经网络
高斯混合模型

online evaluate

~~在线测试地址 http://zheye.74ls74.org/~~

how to use

# install dependency
pip install numpy pillow scikit-learn torch torchvision

# clone
git clone --depth=1 https://github.com/996refuse/zheye.git

# training (can skip)
python3 zheye/train.py

# testing
python3 zheye/evaluate.py realcap/01.gif

license

WTFPL http://www.wtfpl.net/

本项目仅供学习娱乐，请勿滥用。请遵守知乎用户协议合理使用互联网

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kevinguazi endachao howardyan93 jeffreyer moozlee wangweihao nanfengpo finallyeva yy520a watchet guiyuan lijielife stringshannon xcmworkharder sangecoder huangym2015 awesome-archive incenter2016 scccy wellingchina shixx299 gaozhuolun dd14601 yuesir jjwangnlp anihy re13orn sopching leezqcst softpo study-machine fraaannn tanran-cn congcongda wall-eeeeeee huangtao1208 yuanoung lixiaosi33 asahi-kuang littlepai liumenglife ganlvqiao xiaxia47 zhenxiu1314 yuwenlidao zouxiaoyuonly xinuxc huoxini123 zhhb thsheep alice2142 sincerely90 aka99 jianghobryan boylittle xiaomawang123 nilportugues zmxheart zhangyang5511 wellcomez junchenw boragocode yangtaoxf codefarms dh-heima boblee2000 ecore2018 wmm1996528 fengdelalala89 jacobi2017 piaosanlang 60ke godofcc chinaren2003 youxianwaer csy512889371 crazyunix wxy2077 sgdream kevinlemon gzhangjl harukiyo joffreyn guanzhengxin jiaodalpp easyprogrammer cjcqqqq goodaddy qiliwu liuxingbaoyu qq703048949 panssion buxiangqing 631548607 xianfuxing yanghongsheng89 wuhuabushijie iambyd teddymail djy

zheye's Issues

倒立识别文字验证码在tensorflow2里如何实现

如果我采用原代码会报错 AttributeError: module 'tensorflow' has no attribute 'get_default_graph'
如果我将源代码里的import keras 改为 from tensorflow import keras.上面报错会消失
但是会有新报错
for key, item in cls_config.items():
AttributeError: 'list' object has no attribute 'items'
不知如何解决

train不过

win下操作的，python版本3.9.10，安装库都顺利，到了train就不过，看着像是显卡加速的问题，我是amd的apu，要怎么不使用cuda只使用cpu？
raise AssertionError("Torch not compiled with CUDA enabled")
AssertionError: Torch not compiled with CUDA enabled

兄弟，你好！

能留个联系方式吗？想咨询下你，关于这个知乎验证码识别的问题；
C#能调用这个源吗？

Failed to load the native TensorFlow runtime.

File "R:\python3.6\lib\site-packages\tensorflow_core\python\pywrap_tensorflow_internal.py", line 28, in <module>
    _pywrap_tensorflow_internal = swig_import_helper()
  File "R:\python3.6\lib\site-packages\tensorflow_core\python\pywrap_tensorflow_internal.py", line 24, in swig_import_helper
    _mod = imp.load_module('_pywrap_tensorflow_internal', fp, pathname, description)
  File "R:\python3.6\lib\imp.py", line 243, in load_module
    return load_dynamic(name, filename, file)
  File "R:\python3.6\lib\imp.py", line 343, in load_dynamic
    return _load(spec)
ImportError: DLL load failed: 找不到指定的模块。