├── .gitignore ├── 58gua_kao_factory.py ├── LICENSE ├── README.md ├── configs ├── 58gua_kao.json ├── char │ └── specific_chars.json ├── demo.json ├── icp.json └── jingdong.json ├── demo.py ├── icp_factory.py ├── jingdong_factory.py ├── model ├── __init__.py ├── captcha.py ├── capthafactory.py ├── char.py └── utils.py ├── output ├── 58gua_kao │ ├── 138-13049954.jpg │ ├── 153-4856-9254.jpg │ └── 155-0416-8055.jpg ├── demo │ ├── 圪趟照虎.jpg │ ├── 殓蜒细睿.jpg │ └── 通疝纽翻.jpg ├── icp │ ├── 6NJ6FU.jpg │ ├── 9NPVXP.jpg │ └── NU6RS6.jpg └── jingdong │ ├── 9nEL.jpg │ ├── DK67.jpg │ └── o55v.jpg └── resources ├── background ├── 2.jpg ├── 3.jpg └── color.jpg ├── corpus ├── common_chinese.txt ├── phrase.txt ├── text.csv └── top_level_chinese.txt ├── font ├── ALKATIP_Elipbe.ttf ├── ALKATIP_Elipbe_Tom.ttf ├── FZSTK.TTF ├── FranklinGothBookCTT.ttf ├── PingFang_A.ttf ├── STHUPO.TTF ├── STXINWEI.TTF ├── ZegoeUISemiBold-U_0.ttf ├── calibri.ttf ├── calibril.ttf ├── fangzheng.ttf ├── msyh.ttc ├── msyhbd.ttc ├── msyhl.ttc ├── segoeuisl.ttf └── youyuan.ttf └── markdown ├── 138-13049954.jpg ├── 58.gif ├── 6NJ6FU.jpg ├── 9nEL.jpg ├── icp.jpg ├── jd.jpg ├── jy_g.jpg ├── jy_o.jpg ├── 圪趟照虎.jpg ├── 殓蜒细睿.jpg └── 通疝纽翻.jpg /.gitignore: -------------------------------------------------------------------------------- 1 | # Byte-compiled / optimized / DLL files 2 | __pycache__/ 3 | *.py[cod] 4 | *$py.class 5 | 6 | # C extensions 7 | *.so 8 | 9 | # Distribution / packaging 10 | .Python 11 | build/ 12 | develop-eggs/ 13 | dist/ 14 | downloads/ 15 | eggs/ 16 | .eggs/ 17 | lib/ 18 | lib64/ 19 | parts/ 20 | sdist/ 21 | var/ 22 | wheels/ 23 | *.egg-info/ 24 | .installed.cfg 25 | *.egg 26 | MANIFEST 27 | 28 | # PyInstaller 29 | # Usually these files are written by a python script from a template 30 | # before PyInstaller builds the exe, so as to inject date/other infos into it. 31 | *.manifest 32 | *.spec 33 | 34 | # Installer logs 35 | pip-log.txt 36 | pip-delete-this-directory.txt 37 | 38 | # Unit test / coverage reports 39 | htmlcov/ 40 | .tox/ 41 | .coverage 42 | .coverage.* 43 | .cache 44 | nosetests.xml 45 | coverage.xml 46 | *.cover 47 | .hypothesis/ 48 | .pytest_cache/ 49 | 50 | # Translations 51 | *.mo 52 | *.pot 53 | 54 | # Django stuff: 55 | *.log 56 | local_settings.py 57 | db.sqlite3 58 | 59 | # Flask stuff: 60 | instance/ 61 | .webassets-cache 62 | 63 | # Scrapy stuff: 64 | .scrapy 65 | 66 | # Sphinx documentation 67 | docs/_build/ 68 | 69 | # PyBuilder 70 | target/ 71 | 72 | # Jupyter Notebook 73 | .ipynb_checkpoints 74 | 75 | # pyenv 76 | .python-version 77 | 78 | # celery beat schedule file 79 | celerybeat-schedule 80 | 81 | # SageMath parsed files 82 | *.sage.py 83 | 84 | # Environments 85 | .env 86 | .venv 87 | env/ 88 | venv/ 89 | ENV/ 90 | env.bak/ 91 | venv.bak/ 92 | 93 | # Spyder project settings 94 | .spyderproject 95 | .spyproject 96 | 97 | # Rope project settings 98 | .ropeproject 99 | 100 | # mkdocs documentation 101 | /site 102 | 103 | # mypy 104 | .mypy_cache/ 105 | -------------------------------------------------------------------------------- /58gua_kao_factory.py: -------------------------------------------------------------------------------- 1 | # coding: utf-8 2 | 3 | """ 4 | target captcha url: http://www.58guakao.com/user/487549.html 5 | """ 6 | import json 7 | import random 8 | 9 | from PIL import Image 10 | from PIL import ImageFilter 11 | 12 | from model.capthafactory import CaptchaFactory 13 | from model.utils import CaptchaUtils 14 | 15 | 16 | def char_custom_fn(single_char): 17 | # do something you wanted 18 | # return single_char.filter(ImageFilter.GaussianBlur) 19 | return single_char 20 | 21 | 22 | def bg_custom_fn(bg): 23 | # do something you wanted 24 | # return bg.filter(ImageFilter.GaussianBlur) 25 | return bg 26 | 27 | 28 | def generate_phone_number(idx=0): 29 | sec = [3, 5, 8] 30 | other = [0, 1, 2, 3, 4, 5, 6, 7, 8, 9] 31 | s1, s2 = False, False 32 | if idx % 2 == 0: 33 | s1 = True 34 | if idx % 4 == 0: 35 | s2 = True 36 | 37 | res = "1" 38 | for i in range(2, 12): 39 | if i == 2: 40 | res += str(random.choice(sec)) 41 | elif i == 3: 42 | res += str(random.choice(other)) + "-" if s1 else str(random.choice(other)) 43 | elif i == 7 and s2: 44 | res += str(random.choice(other)) + "-" if s2 else str(random.choice(other)) 45 | else: 46 | res += str(random.choice(other)) 47 | 48 | return res 49 | 50 | 51 | def generate_mobile_number(idx=0): 52 | def generate_area_code(idx=0): 53 | lens = 3 + idx % 2 54 | return "0" + "".join([str(random.choice(range(0, 10))) for i in range(1, lens)]) 55 | 56 | res = "" 57 | if idx % 3 == 0: 58 | res += generate_area_code(idx) + "-" 59 | for i in range(8): 60 | res += str(random.choice(range(0, 10))) 61 | 62 | return res 63 | 64 | 65 | def main(): 66 | project_name = "58gua_kao" 67 | with open("configs/%s.json" % project_name, encoding="utf-8") as fp: 68 | demo_config = json.load(fp) 69 | 70 | demo_factory = CaptchaFactory(char_custom_fns=[char_custom_fn], bg_custom_fns=[bg_custom_fn], **demo_config) 71 | index = 3 72 | while index: 73 | # text = generate_phone_number(index) 74 | text = generate_mobile_number(index) 75 | 76 | captcha = demo_factory.generate_captcha(text=text) 77 | captcha.save("output/%s/%s.jpg" % (project_name, captcha.text)) 78 | print(captcha.text, captcha.num) 79 | 80 | index -= 1 81 | 82 | 83 | if __name__ == "__main__": 84 | main() 85 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | GNU GENERAL PUBLIC LICENSE 2 | Version 2, June 1991 3 | 4 | Copyright (C) 1989, 1991 Free Software Foundation, Inc., 5 | 51 Franklin Street, Fifth Floor, Boston, MA 02110-1301 USA 6 | Everyone is permitted to copy and distribute verbatim copies 7 | of this license document, but changing it is not allowed. 8 | 9 | Preamble 10 | 11 | The licenses for most software are designed to take away your 12 | freedom to share and change it. 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If this is what you want to do, use the GNU Lesser General 339 | Public License instead of this License. 340 | -------------------------------------------------------------------------------- /README.md: -------------------------------------------------------------------------------- 1 | # any-captcha 2 | generate any type of captcha with one config. 3 | 一套配置，一行代码，快速生成任意风格验证码。 4 | 5 | ## 功能简述 6 | 通过简单的配置，可以快速生成大部分类型的验证码，旨在解决机器学习训练样本难以获取的问题，几乎可以0成本获取样本。 7 | 同时易于保存和修改，便于多次测试寻求最佳训练样本参数。更可以获取字符在验证码中的位置信息，适用于定位方面的项目。 8 | 温馨提示：搭配以下在线工具使用效率更佳： 9 | * 字体查找：http://www.qiuziti.com/ 10 | * 颜色查找：http://tools.jb51.net/color/colorpicker 11 | 12 | ## 目录结构 13 | any-captcha 14 | > configs: 存放配置文件 15 | > model: 项目源码 16 | > output: 默认验证码保存目录 17 | > resources 18 | >> background: 默认背景图片目录 19 | >> corpus: 默认字符文本目录 20 | >> font: 默认字体目录 21 | >> markdown: md需要的资源 22 | 23 | ## CONFIG参数说明 24 | * texts: 字符串数组，验证码上可显示的所有字符的集合，如果： 25 | 1. 数组长度大于1，每个元素能且只能是普通字符串（非文件和文件夹路径），且每个元素作为整体随机的显示在验证码中， 26 | 此时num参数失效，每张验证码的字符个数由当前元素长度决定； 27 | 2. 数组长度等于1，此元素可以是： 28 | * 文件路径：将文件中的每一行作为一个元素存储到数组中，然后按照1.处理； 29 | * 普通字符串：则随机选取num个字符显示在每个验证码中。 30 | *注：暂不支持文件夹路径。 31 | 32 | * fonts: 字符串数组，验证码字体文件（.ttf或.ttc,不区分大小写）路径的集合，如果： 33 | 1. 数组长度大于1，每个元素能且只能是字体文件的路径； 34 | 2. 数组长度等于1，此元素可以是单个字体文件的路径，或者存放字体的文件夹路径。 35 | 36 | * sizes: 整型数组，验证码中字号大小的集合。 37 | 38 | 39 | * bgs: 字符串数组，验证码的背景图片或者颜色的集合，如果： 40 | 1. 数组长度大于1，每个元素可以是【单张背景图片路径，单个背景颜色（格式同colors参数）】 41 | 中的一个； 42 | 2. 数组长度等于1，此元素可以是【单张背景图片路径，单个背景颜色，存放多张背景图片的文件夹路径， 43 | 存放多个背景颜色值的txt文件路径（每行一个颜色值）】中的一个； 44 | 45 | * rotate: 整型，验证码中单个字符可旋转角度的值，旋转角度的范围[-rotate, 46 | rotate]，每次随机取值。 47 | 48 | * num: 整型， 验证码显示的字符个数，具体参见texts参数。 49 | 50 | * dot: 整型，验证码中随机噪点的个数，默认（0）不显示噪点，如果有特定噪点需求， 51 | 推荐使用CaptchaFactory中的bg_custom_fns参数自定义。 52 | 53 | * curve: 整型，验证码中随机干扰线的个数，默认（0）不显示干扰线，如有特殊需求同dot。 54 | 55 | * width: 整型，验证码的宽度。 56 | 57 | * height: 整型，验证码的高度。 58 | 59 | * align: 整型，验证码的对齐方式，取值1或2, 其中1为左对齐，2为两端对齐。 60 | 61 | * offset_ver: 整型，验证码中单个字符的垂直偏移量，默认（0）垂直居中，如果 62 | offset_ver > 0, 随机从[-offset_ver, offset_ver]中选取一个偏移量。 63 | 64 | * offset_hor: 整型，验证码中单个字符的水平偏移量，默认（0）与前一个相接，如果 65 | offset_hor > 0, 随机从[-offset_hor, offset_hor]中选取一个偏移量。 66 | 67 | * char_tran: 浮点型数组，验证码中字符可选的透明度集合，单个元素取值范围[0.0,100.0]。 68 | 69 |

*注：以上参数都可以被CaptchaFactory.generate_captcha()方法中的相关参数覆盖，即可以动态指 70 | 定每一个参数。

71 | 72 | 73 | ## 样例代码 74 | 75 | ### config: 76 | ```json 77 | { 78 | "texts": [ 79 | "resources/corpus/common_chinese.txt" 80 | ], 81 | "fonts": [ 82 | "resources/font/PingFang_A.ttf", 83 | "resources/font/STXINWEI.TTF" 84 | ], 85 | "sizes": [ 86 | 38,40,42 87 | ], 88 | "colors": [ 89 | "0x32678b", 90 | "0xe61514", 91 | "0x3e0ac3" 92 | ], 93 | "bgs": [ 94 | "0xfef6f6", 95 | "resources/background/color.jpg" 96 | ], 97 | "rotate": 30, 98 | "num": 4, 99 | "dot": 0, 100 | "curve": 0, 101 | "width": 200, 102 | "height": 60, 103 | "align": 2, 104 | "offset_ver": 5, 105 | "offset_hor": 6, 106 | "char_tran": [ 107 | 5.97 108 | ] 109 | } 110 | ``` 111 | ### main code: 112 | ```python 113 | def main(): 114 | project_name = "demo" 115 | with open("configs/%s.json" % project_name, encoding="utf-8") as fp: 116 | demo_config = json.load(fp) 117 | 118 | demo_factory = CaptchaFactory(**demo_config) 119 | index = 3 120 | while index: 121 | captcha = demo_factory.generate_captcha() 122 | captcha.save("output/%s/%s.jpg" % (project_name, captcha.text)) 123 | print(captcha.text, captcha.num) 124 | 125 | index -= 1 126 | ``` 127 | ### 输出: 128 | * ![圪趟照虎](resources/markdown/圪趟照虎.jpg) 129 | * ![殓蜒细睿](resources/markdown/殓蜒细睿.jpg) 130 | 131 | 其他完整样例见58gua_kao_factory.py、icp_factory.py、jingdong_factory.py. 132 | 133 | ## 效果比对 134 | 135 | 原始验证码 | 生成验证码 136 | | :-----: | :-----: | 137 | | ![jd_o](resources/markdown/jd.jpg) | ![jd_g](resources/markdown/9nEL.jpg) | 138 | | ![58_o](resources/markdown/58.gif) | ![58_g](resources/markdown/138-13049954.jpg) | 139 | | ![icp_o](resources/markdown/icp.jpg) | ![icp_g](resources/markdown/6NJ6FU.jpg) | 140 | | ![jd_o](resources/markdown/jy_o.jpg) | ![jd_g](resources/markdown/jy_g.jpg) | 141 | 142 | ## 高级功能 143 | ### 自定义噪点/干扰线 144 | 此项目只提供了简单生成随机噪点或干扰先的方法，如有需要，可以通过简单配置config中dot或 145 | curve生成。但更多时候，验证码中的干扰线和噪点都是需要自定义的，所以在 146 | CaptchaFactory的构造方法中提供了以下两个参数，用于接收相关的回调函数： 147 | * char_custom_fns：如果对于单个字符有其他自定义操作，比如拉伸形变、膨胀腐蚀等， 148 | 可以通过此参数传入回调函数，支持多个回调函数随机调用。 149 | ```python 150 | def char_custom_fn(single_char): 151 | # do something you wanted 152 | # return single_char.filter(ImageFilter.GaussianBlur) 153 | return single_char 154 | ``` 155 | * bg_custom_fns：如果对于验证码背景有其他自定义操作，比如高斯模糊、指定样式的噪点或干扰线等， 156 | 可以通过此参数传入回调函数，支持多个回调函数随机调用。 157 | ```python 158 | def bg_custom_fn(bg): 159 | # do something you wanted 160 | # return bg.filter(ImageFilter.GaussianBlur) 161 | return bg 162 | ``` 163 | 详细代码见jingdong_factory.py. 164 | ### 字符位置： 165 | 可以通过Captcha.char_pos()方法获取单个字符在验证码中的位置信息，返回一个四元组(x,y,w,h)， 166 | 分别表示左上角x坐标,y坐标,宽,高，适用于物体检测，文字定位等问题，配合YOLO使用。 167 | 样例： 168 | ```python 169 | captcha = demo_factory.generate_captcha() 170 | char_pos = captcha.char_pos 171 | width = captcha.width 172 | height = captcha.height 173 | with open(os.path.join(output_path, txt_out), "w", encoding="utf-8") as fp: 174 | for pos in char_pos: 175 | x, y, w, h = pos 176 | # 转化为中心点的坐标 177 | # x = (x + w / 2) * 1.0 / width 178 | # y = (y + h / 2) * 1.0 / height 179 | ``` 180 | ## TODO 181 | * 新增配置项char_times:保证语料库中每个字符至少出现char_times次 182 | * 配置项的颜色格式改为：#ffffff 183 | * 新增分析原始验证码中前景背景色分布的功能 184 | * 支持多线程生成验证码 185 | * 新增常用图像处理方法（增强，扭曲等） 186 | * 判断自生成验证码和原始验证码的相似度 187 | 188 | -------------------------------------------------------------------------------- /configs/58gua_kao.json: -------------------------------------------------------------------------------- 1 | { 2 | "texts": [ 3 | "0123456789" 4 | ], 5 | "fonts": [ 6 | "resources/font/CalibriL.ttf" 7 | ], 8 | "sizes": [ 9 | 28 10 | ], 11 | "colors": [ 12 | "0xff0000" 13 | ], 14 | "bgs": [ 15 | "0xfef6f6", 16 | "0xfefdf9" 17 | ], 18 | "rotate": 0, 19 | "num": 11, 20 | "dot": 0, 21 | "curve": 0, 22 | "width": 167, 23 | "height": 35, 24 | "align": 1, 25 | "offset_ver": 0, 26 | "offset_hor": 0, 27 | "char_tran": [ 28 | 5.97 29 | ] 30 | } -------------------------------------------------------------------------------- /configs/char/specific_chars.json: -------------------------------------------------------------------------------- 1 | [ 2 | { 3 | "char": "拉", 4 | "font": "resources/font/STCAIYUN.TTF", 5 | "size": 50, 6 | "color": "0x184830", 7 | "rotate": -15, 8 | "position_x": 30, 9 | "position_y": 130 10 | }, 11 | { 12 | "char": "枯", 13 | "font": "resources/font/STCAIYUN.TTF", 14 | "size": 50, 15 | "color": "0x184830", 16 | "rotate": -30, 17 | "position_x": 40, 18 | "position_y": 330, 19 | "char_tran": "", 20 | "fn": "" 21 | }, 22 | { 23 | "char": "折", 24 | "font": "resources/font/STCAIYUN.TTF", 25 | "size": 50, 26 | "color": "0xeeeeee", 27 | "rotate": 6, 28 | "position_x": 30, 29 | "position_y": 210, 30 | "custom_fn": "" 31 | }, 32 | { 33 | "char": "朽", 34 | "font": "resources/font/STCAIYUN.TTF", 35 | "size": 50, 36 | "color": "0x184830", 37 | "rotate": -30, 38 | "position_x": 170, 39 | "position_y": 30 40 | } 41 | ] -------------------------------------------------------------------------------- /configs/demo.json: -------------------------------------------------------------------------------- 1 | { 2 | "texts": [ 3 | "resources/corpus/common_chinese.txt" 4 | ], 5 | "fonts": [ 6 | "resources/font/PingFang_A.ttf", 7 | "resources/font/STXINWEI.TTF" 8 | ], 9 | "sizes": [ 10 | 38,40,42 11 | ], 12 | "colors": [ 13 | "0x32678b", 14 | "0xe61514", 15 | "0x3e0ac3" 16 | ], 17 | "bgs": [ 18 | "0xfef6f6", 19 | "resources/background/color.jpg" 20 | ], 21 | "rotate": 30, 22 | "num": 4, 23 | "dot": 0, 24 | "curve": 0, 25 | "width": 200, 26 | "height": 60, 27 | "align": 2, 28 | "offset_ver": 5, 29 | "offset_hor": 6, 30 | "char_tran": [ 31 | 5.97 32 | ] 33 | } -------------------------------------------------------------------------------- /configs/icp.json: -------------------------------------------------------------------------------- 1 | { 2 | "texts": [ 3 | "ABCDEFGHIJKLMNOPORSTUVWXYZ0123456789" 4 | ], 5 | "fonts": [ 6 | "resources/font/ALKATIP_Elipbe_Tom.ttf" 7 | ], 8 | "sizes": [ 9 | 38, 10 | 40, 11 | 42 12 | ], 13 | "colors": [ 14 | "0x301878", 15 | "0x184830", 16 | "0x606030", 17 | "0x603018", 18 | "0x601878", 19 | "0x303078", 20 | "0x303030", 21 | "0x186018", 22 | "0x303090", 23 | "0x304860", 24 | "0x306048", 25 | "0x304848", 26 | "0x481860", 27 | "0x181818", 28 | "0x186030", 29 | "0x606048", 30 | "0x181848", 31 | "0x487818", 32 | "0x607830" 33 | ], 34 | "bgs": [ 35 | "0xF0D8F0", 36 | "0xF0D8FF", 37 | "0xC0F0D8", 38 | "0xF0F0C0", 39 | "0xD8F0C0", 40 | "0xD8C0F0", 41 | "0xD8C0D8", 42 | "0xC0D8C0", 43 | "0xF0D8D8", 44 | "0xF0C0C0", 45 | "0xC0C0F0", 46 | "0xD8D8FF" 47 | ], 48 | "rotate": 20, 49 | "num": 6, 50 | "dot": 0, 51 | "curve": 4, 52 | "width": 200, 53 | "height": 60, 54 | "align": 2, 55 | "offset_ver": 10, 56 | "offset_hor": 8, 57 | "outline_color": "" 58 | } -------------------------------------------------------------------------------- /configs/jingdong.json: -------------------------------------------------------------------------------- 1 | { 2 | "texts": [ 3 | "abcdefjhigklmnporstuvwxyzABCDEFGHIJKLMNPORSTUVWXYZ123456789" 4 | ], 5 | "fonts": [ 6 | "resources/jingdong_font/ALKATIP_Elipbe.ttf" 7 | ], 8 | "sizes": [ 9 | 24, 10 | 26 11 | ], 12 | "colors": [ 13 | "0x301878", 14 | "0x184830", 15 | "0x606030", 16 | "0x891c39", 17 | "0x603018", 18 | "0x601878", 19 | "0x303078", 20 | "0x186018", 21 | "0x303090", 22 | "0x304860", 23 | "0x306048", 24 | "0x304848", 25 | "0x481860", 26 | "0x186030", 27 | "0x181848", 28 | "0x487818" 29 | ], 30 | "bgs": [ 31 | "0xfef6f6", 32 | "0xfefdf9" 33 | ], 34 | "rotate": 10, 35 | "num": 4, 36 | "dot": 0, 37 | "curve": 0, 38 | "width": 85, 39 | "height": 26, 40 | "align": 2, 41 | "offset_ver": 5, 42 | "offset_hor": 4, 43 | "char_tran": [ 44 | 5.97, 45 | 3.14, 46 | 9 47 | ] 48 | } -------------------------------------------------------------------------------- /demo.py: -------------------------------------------------------------------------------- 1 | # coding: utf-8 2 | 3 | import json 4 | import random 5 | 6 | from PIL import Image 7 | from PIL import ImageFilter 8 | 9 | from model.capthafactory import CaptchaFactory 10 | from model.utils import CaptchaUtils 11 | 12 | 13 | def char_custom_fn(single_char): 14 | # do something you wanted 15 | # return single_char.filter(ImageFilter.GaussianBlur) 16 | return single_char 17 | 18 | 19 | def bg_custom_fn(bg): 20 | # do something you wanted 21 | # return bg.filter(ImageFilter.GaussianBlur) 22 | return bg 23 | 24 | 25 | def main(): 26 | project_name = "demo" 27 | with open("configs/%s.json" % project_name, encoding="utf-8") as fp: 28 | demo_config = json.load(fp) 29 | 30 | demo_factory = CaptchaFactory(char_custom_fns=[char_custom_fn], bg_custom_fns=[bg_custom_fn], **demo_config) 31 | index = 3 32 | while index: 33 | captcha = demo_factory.generate_captcha() 34 | captcha.save("output/%s/%s.jpg" % (project_name, captcha.text)) 35 | print(captcha.text, captcha.num) 36 | 37 | index -= 1 38 | 39 | 40 | if __name__ == "__main__": 41 | main() 42 | -------------------------------------------------------------------------------- /icp_factory.py: -------------------------------------------------------------------------------- 1 | # coding: utf-8 2 | 3 | """ 4 | target captcha url: http://www.miitbeian.gov.cn/getVerifyCode?4 5 | """ 6 | import json 7 | 8 | from model.capthafactory import CaptchaFactory 9 | 10 | 11 | def custom_fn(single_char): 12 | # do something 13 | # return single_char.filter(ImageFilter.GaussianBlur) 14 | return single_char 15 | 16 | 17 | def bg_custom_fn(bg): 18 | # do something 19 | # return bg.filter(ImageFilter.GaussianBlur) 20 | return bg 21 | 22 | 23 | def main(): 24 | project_name = "icp" 25 | with open("configs/icp.json", encoding="utf-8") as fp: 26 | demo_config = json.load(fp) 27 | 28 | # with open("configs/char/specific_chars.json", encoding="utf-8") as fp: 29 | # specific = json.load(fp) 30 | 31 | demo_factory = CaptchaFactory(char_custom_fns=[custom_fn], bg_custom_fns=[bg_custom_fn], **demo_config) 32 | number = 3 33 | while number: 34 | # captcha = demo_factory.generate_captcha(specific_chars=specific) 35 | captcha = demo_factory.generate_captcha() 36 | captcha.save("output/%s/%s.jpg" % (project_name, captcha.text)) 37 | print(captcha.text, captcha.num) 38 | 39 | number -= 1 40 | 41 | 42 | if __name__ == "__main__": 43 | main() 44 | -------------------------------------------------------------------------------- /jingdong_factory.py: -------------------------------------------------------------------------------- 1 | # coding: utf-8 2 | import json 3 | import sys 4 | 5 | sys.path.append("..") 6 | from PIL import Image 7 | from PIL import ImageFilter 8 | 9 | from model.capthafactory import CaptchaFactory 10 | from model.utils import CaptchaUtils 11 | 12 | 13 | def custom_fn(single_char): 14 | # do something you wanted 15 | # return single_char.filter(ImageFilter.GaussianBlur) 16 | return single_char 17 | 18 | 19 | def bg_custom_fn(bg): 20 | # do something you wanted 21 | # return bg.filter(ImageFilter.GaussianBlur) 22 | CaptchaUtils.draw_line(bg, (0, CaptchaUtils.random_choice_from(range(12, 14))), 23 | (85, CaptchaUtils.random_choice_from(range(13, 15))), 24 | CaptchaUtils.get_rgb("0x595e12"), 1) 25 | CaptchaUtils.draw_line(bg, (0, CaptchaUtils.random_choice_from(range(11, 16))), 26 | (85, CaptchaUtils.random_choice_from(range(17, 21))), CaptchaUtils.get_rgb("0x563c7c"), 1) 27 | return bg 28 | 29 | 30 | def main(): 31 | project_name = "jingdong" 32 | with open("configs/%s.json" % project_name, encoding="utf-8") as fp: 33 | demo_config = json.load(fp) 34 | 35 | demo_factory = CaptchaFactory(char_custom_fns=[custom_fn], bg_custom_fns=[bg_custom_fn], **demo_config) 36 | number = 3 37 | while number: 38 | # captcha = demo_factory.generate_captcha(specific_chars=specific) 39 | captcha = demo_factory.generate_captcha() 40 | captcha.save("output/%s/%s.jpg" % (project_name, captcha.text)) 41 | # for c in captcha.chars: 42 | # print(c.char_text, c.color) 43 | print(captcha.text, captcha.num) 44 | 45 | number -= 1 46 | 47 | 48 | if __name__ == "__main__": 49 | main() 50 | -------------------------------------------------------------------------------- /model/__init__.py: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/IMYR666/any-captcha/2e15ecd2f2880ebb42836c074e4626da3e8fb720/model/__init__.py -------------------------------------------------------------------------------- /model/captcha.py: -------------------------------------------------------------------------------- 1 | # coding: utf-8 2 | import os 3 | import random 4 | 5 | import re 6 | from PIL import Image 7 | from PIL.ImageDraw import Draw 8 | from model.utils import CaptchaUtils 9 | from model.char import Char 10 | 11 | 12 | class Captcha(object): 13 | def __init__(self, text, bg, char_custom_fns=None, bg_custom_fn=None, specific_chars=None, **kwargs): 14 | self._kwargs = kwargs 15 | # 验证码上显示的文本内容 16 | self._text = text 17 | # 验证码的背景，图片路径或者颜色字符串（e.g.:0xffffff） 18 | self._background = bg 19 | # 验证码文本长度 20 | self._num = len(self._text) 21 | # 验证码中所有的字符对象, [anycaptcha.char.Char] 类型 22 | self._chars = [] 23 | # 验证码中所有的字符的位置信息，4-tuple(e.g.(0,0,25,30)),分别表示左上角点x坐标,y坐标,宽,高 24 | self._char_pos = [] 25 | 26 | # 验证码背景处理的自定义函数 27 | self._bg_custom_fn = bg_custom_fn 28 | 29 | # 验证码指定字符的详细信息，相关配置参见"configs/char/specific_chars.json" 30 | self._specific_chars = specific_chars 31 | 32 | # 验证码噪点的个数 33 | self._dot = self._kwargs.get("dot", 0) 34 | 35 | # 验证码干扰线的个数 36 | self._curve = self._kwargs.get("curve", 0) 37 | 38 | # 验证码的宽 39 | self._width = self._kwargs.get("width", 60) 40 | 41 | # 验证码的高 42 | self._height = self._kwargs.get("height", 200) 43 | 44 | # 验证码中单个字符对象的垂直偏移量，默认（0）垂直居中，if > 0, 随机从（-_off_ver，_off_ver）中选取一个 45 | self._off_ver = self._kwargs.get("offset_ver", 0) 46 | 47 | # 验证码中单个字符对象的水平偏移量，默认（0）紧跟上个字符，if > 0, 随机从（-_off_hor，_off_hor）中选取一个 48 | self._off_hor = self._kwargs.get("offset_hor", 0) 49 | 50 | # 验证码中单个字符对象的轮廓线的颜色，如果为空，则不显示 51 | self._outline_color = self._kwargs.get("outline_color", None) 52 | 53 | # 验证码中字符的对齐方式，1：左对齐；2：两端对齐 54 | self._align = self._kwargs.get("align", 2) 55 | 56 | # 验证码中字符可选的字体集合 57 | self._char_fonts = self._kwargs.get("fonts", ["consola.ttf"]) 58 | # 验证码中字符可选的字体大小集合 59 | self._char_sizes = self._kwargs.get("sizes", [38, 40, 42]) 60 | # 验证码中字符可选的字体颜色集合 61 | self._char_colors = self._kwargs.get("colors", ["0xffffff"]) 62 | # 验证码中字符可选的旋转角度集合(-_char_rotate,_char_rotate) 63 | self._char_rotate = self._kwargs.get("rotate", 0) 64 | # 验证码中字符可选的透明度集合(0-100) 65 | self._char_tran = self._kwargs.get("char_tran", [5.97]) 66 | # 验证码处理单个字符的自定义函数集合 67 | self._char_custom_fns = char_custom_fns 68 | 69 | self._captcha = None 70 | self.init_font() 71 | self._captcha = self.captcha 72 | 73 | def init_font_size(self): 74 | CaptchaUtils.random_choice_from(self._char_sizes) 75 | 76 | def init_captcha(self): 77 | tmp_captcha = None 78 | if os.path.isfile(self._background): 79 | tmp_captcha = Image.open(self._background).resize((self._width, self._height)) 80 | else: 81 | bg = CaptchaUtils.get_rgb(self._background) 82 | tmp_captcha = Image.new('RGB', (self._width, self._height), bg) 83 | 84 | if self._bg_custom_fn: 85 | tmp_captcha = self._bg_custom_fn(tmp_captcha) 86 | 87 | return tmp_captcha 88 | 89 | def init_font(self): 90 | if len(self._char_fonts) == 1: 91 | unknown_string = self._char_fonts[0] 92 | if os.path.isdir(unknown_string): 93 | files = os.listdir(unknown_string) 94 | 95 | self._char_fonts = [os.path.join(unknown_string, file) for file in files if 96 | file.lower().endswith(".ttf") or file.lower().endswith(".ttc")] 97 | 98 | for _char_font in self._char_fonts: 99 | if not os.path.isfile(_char_font): 100 | raise FileNotFoundError("this font connot be found. font path:%s" % _char_font) 101 | 102 | def select_rotate(self): 103 | rotate = random.uniform(-self._char_rotate, self._char_rotate) 104 | 105 | return rotate 106 | 107 | def select_char_custom_fns(self): 108 | fn = None 109 | if self._char_custom_fns: 110 | fn = CaptchaUtils.random_choice_from(self._char_custom_fns) 111 | 112 | return fn 113 | 114 | def select_font(self): 115 | font = CaptchaUtils.random_choice_from(self._char_fonts) 116 | 117 | return font 118 | 119 | def select_size(self): 120 | size = CaptchaUtils.random_choice_from(self._char_sizes) 121 | 122 | return size 123 | 124 | def select_char_tran(self): 125 | char_tran = CaptchaUtils.random_choice_from(self._char_tran) 126 | 127 | return char_tran 128 | 129 | def select_color(self): 130 | color = CaptchaUtils.random_choice_from(self._char_colors) 131 | 132 | return color 133 | 134 | def draw_noise_dot(self, color="0x484848", width=3, number=30): 135 | while number: 136 | CaptchaUtils.draw_dot(self._captcha, color=CaptchaUtils.get_rgb(color), width=width) 137 | number -= 1 138 | 139 | def draw_noise_curve(self, color="0x484848", number=4, width=3, type="line"): 140 | points = [CaptchaUtils.random_point(self._width, self._height) for i in range(number + 1)] 141 | if type == "line": 142 | for idx in range(len(points) - 1): 143 | CaptchaUtils.draw_line(self._captcha, points[idx], points[idx + 1], CaptchaUtils.get_rgb(color), width) 144 | elif type == "curve": 145 | pass 146 | # CaptchaUtils.draw_curve() 147 | else: 148 | pass 149 | 150 | def get_actual_x(self, except_x, im_width): 151 | act = except_x + random.randint(-self._off_hor, self._off_hor) 152 | 153 | if act + im_width > self._width - 2: 154 | return self._width - im_width - 2 155 | elif act < 2: 156 | return 2 157 | else: 158 | return act 159 | 160 | def get_actual_y(self, except_y, h): 161 | act = except_y + random.randint(-self._off_ver, self._off_ver) 162 | 163 | if act + h > self._height - 2: 164 | return self._height - h - 2 165 | elif act < 2: 166 | return 2 167 | else: 168 | return act 169 | 170 | def joint_image(self): 171 | average = int(self._width / self._num) 172 | except_x = 0 173 | 174 | for char in self._chars: 175 | _char = char.char 176 | # _char.show() 177 | w, h = _char.size 178 | except_y = int((self._height - h) / 2) 179 | 180 | if char.position_x is None: 181 | char.set_x(self.get_actual_x(except_x, w)) 182 | if char.position_y is None: 183 | char.set_y(self.get_actual_y(except_y, h)) 184 | 185 | self._captcha.paste(_char, (char.position_x, char.position_y), char.mask) 186 | # self._captcha.show() 187 | self._char_pos.append((char.position_x, char.position_y, w, h)) 188 | 189 | if self._outline_color: 190 | color = CaptchaUtils.get_rgb(self._outline_color) 191 | self.draw_outline(char.position_x, char.position_y, w, h, color) 192 | # 左对齐 193 | if self._align == 1: 194 | except_x += _char.width 195 | else: # 两端对齐 196 | except_x += average 197 | 198 | def draw_outline(self, actual_x, actual_y, w, h, color): 199 | CaptchaUtils.draw_rectangle(self._captcha, (actual_x, actual_y, w, h), color) 200 | 201 | def create_captcha(self): 202 | specific = [{}] * self._num 203 | if self._specific_chars: 204 | specific = self._specific_chars 205 | [specific.append({}) for i in range(self._num - len(specific)) if self._num - len(specific) > 0] 206 | act_text = [] 207 | for i in range(self._num): 208 | draw = Draw(self._captcha) 209 | char = specific[i].get("char", self._text[i]) 210 | color = specific[i].get("color", self.select_color()) 211 | font = specific[i].get("font", self.select_font()) 212 | size = specific[i].get("size", self.select_size()) 213 | rotate = specific[i].get("rotate", self.select_rotate()) 214 | x = specific[i].get("position_x", None) 215 | y = specific[i].get("position_y", None) 216 | fn = specific[i].get("fn", self.select_char_custom_fns()) 217 | char_tran = specific[i].get("char_tran", self.select_char_tran()) 218 | self._chars.append(Char(char=char, color=color, font=font, size=size, draw=draw, 219 | rotate=rotate, position_x=x, position_y=y, char_tran=char_tran, custom_fn=fn)) 220 | 221 | act_text.append(char) 222 | 223 | if len(specific) > self._num: 224 | for i in range(self._num, len(specific)): 225 | act_text.append(specific[i].get("char", "A")) 226 | self._chars.append(Char(draw=Draw(self._captcha), **specific[i])) 227 | self._num += 1 228 | 229 | self._text = "".join(act_text) 230 | self.joint_image() 231 | 232 | if self._curve: 233 | self.draw_noise_curve(number=self._curve) 234 | if self._dot: 235 | self.draw_noise_dot(number=self._dot) 236 | 237 | def save(self, fp): 238 | lens = self._captcha.split() 239 | path = re.findall("(.+/).+", fp)[0] 240 | if os.path.exists(path) is False: 241 | os.makedirs(path) 242 | 243 | if fp.lower().endswith("jpg") and len(lens) == 4: 244 | r, g, b, a = lens 245 | tmp = Image.merge("RGB", (r, g, b)) 246 | tmp.save(fp, "JPEG") 247 | else: 248 | self._captcha.save(fp) 249 | 250 | def show(self): 251 | self._captcha.show() 252 | 253 | @property 254 | def captcha(self): 255 | if self._captcha is None: 256 | self._captcha = self.init_captcha() 257 | self.create_captcha() 258 | 259 | return self._captcha 260 | 261 | @property 262 | def chars(self): 263 | return self._chars 264 | 265 | @property 266 | def width(self): 267 | return self._width 268 | 269 | @property 270 | def height(self): 271 | return self._height 272 | 273 | @property 274 | def char_pos(self): 275 | return self._char_pos 276 | 277 | @property 278 | def background(self): 279 | return self._background 280 | 281 | @property 282 | def text(self): 283 | return self._text 284 | 285 | @property 286 | def num(self): 287 | return self._num 288 | -------------------------------------------------------------------------------- /model/capthafactory.py: -------------------------------------------------------------------------------- 1 | # coding: utf-8 2 | import os 3 | 4 | from model.utils import CaptchaUtils 5 | 6 | from model.captcha import Captcha 7 | 8 | 9 | class CaptchaFactory(object): 10 | def __init__(self, char_custom_fns=None, bg_custom_fns=None, **kwargs): 11 | self._kwargs = kwargs 12 | self._char_custom_fns = char_custom_fns 13 | self._bg_custom_fns = bg_custom_fns 14 | self._num = self._kwargs.get("num", 4) 15 | self._texts = self._kwargs.get("texts", ["yangrui"]) 16 | self._bgs = self._kwargs.get("bgs", ["0xffffff"]) 17 | 18 | self.init() 19 | 20 | def init(self): 21 | self.init_text() 22 | self.init_background() 23 | 24 | def init_text(self): 25 | if len(self._texts) == 1: 26 | unknown_string = self._texts[0] 27 | if os.path.isfile(unknown_string): 28 | with open(unknown_string, encoding="utf-8") as fp: 29 | self._texts = fp.readlines() 30 | 31 | def init_background(self): 32 | # 如果长度为1，须判断是文件，路径还是颜色字符串 33 | if len(self._bgs) == 1: 34 | unknown_string = self._bgs[0] 35 | if os.path.isfile(unknown_string): # unknown_string.lower().endswith(".csv") 36 | # 如果是文件，则默认文件中的内容为颜色字符串，一行一个 37 | with open(unknown_string) as fp: 38 | self._bgs = fp.readlines() 39 | elif os.path.isdir(unknown_string): 40 | # 如果是路径，则默认路径中的每个文件都是一张图片 41 | files = os.listdir(unknown_string) 42 | self._bgs = [os.path.join(unknown_string, file) for file in files if 43 | file.lower().endswith(".jpg") or file.lower().endswith(".png")] 44 | 45 | def select_background(self): 46 | bg = CaptchaUtils.random_choice_from(self._bgs) 47 | return bg 48 | 49 | def select_bg_custom_fn(self): 50 | fn = None 51 | if self._bg_custom_fns: 52 | fn = CaptchaUtils.random_choice_from(self._bg_custom_fns) 53 | 54 | return fn 55 | 56 | def select_text(self): 57 | if len(self._texts) == 1: 58 | # 经过init_text后，如果还是只有一个元素，则认为这个元素就是可显示在验证中所有字符的集合 59 | return ''.join([CaptchaUtils.random_choice_from(self._texts[0]) for i in range(self._num)]) 60 | elif len(self._texts) > 1: 61 | # 否则，每个元素对应一张验证码的内容 62 | return CaptchaUtils.random_choice_from(self._texts).strip("\n") 63 | 64 | def generate_captcha(self, text=None, bg=None, bg_custom_fn=None, specific_chars=None): 65 | text = text or self.select_text() 66 | bg = bg or self.select_background() 67 | bg_custom_fn = bg_custom_fn or self.select_bg_custom_fn() 68 | return Captcha(text=text, bg=bg, char_custom_fns=self._char_custom_fns, 69 | bg_custom_fn=bg_custom_fn, specific_chars=specific_chars, **self._kwargs) 70 | 71 | # def generate_captcha(self): 72 | # text = self.select_text() 73 | # bg = self.select_background() 74 | # return Captcha(text, bg, **self._kwargs) 75 | -------------------------------------------------------------------------------- /model/char.py: -------------------------------------------------------------------------------- 1 | # coding: utf-8 2 | 3 | from PIL import Image 4 | from PIL.ImageDraw import Draw 5 | from PIL.ImageFont import truetype 6 | 7 | from model.utils import CaptchaUtils 8 | 9 | 10 | class Char(object): 11 | def __init__(self, char='A', color="0x000000", font="consola.ttf", size=40, draw=None, 12 | rotate=0, position_x=None, position_y=None, char_tran=5.97, custom_fn=None): 13 | # 字符的文字 14 | self._char_text = char 15 | # 字符的颜色 16 | self._color = color 17 | # 字符的字体 18 | self._font = font 19 | # 字符字体的大小 20 | self._fsize = size 21 | self._draw = draw 22 | # 字符的宽度，根据字符图片旋转，自定义处理后自动算出，不要手动设置 23 | self._width = None 24 | # 字符的高度，根据字符图片旋转，自定义处理后自动算出，不要手动设置 25 | self._height = None 26 | # 字符在背景图中的x坐标 27 | self._position_x = position_x 28 | # 字符在背景图中的y坐标 29 | self._position_y = position_y 30 | # 字符的旋转角度 31 | self._rotate = rotate 32 | # 字符的自定义函数 33 | self._custom_fn = custom_fn 34 | # 字符的图片对象 35 | self._char_image = None 36 | self._char_image = self.char 37 | # 字符的图片透明度 38 | self._char_tran = char_tran 39 | self._table = [] 40 | self._table = self.table 41 | self._mask = self._char_image.convert('L').point(self.table) 42 | 43 | @property 44 | def table(self): 45 | if self._table: 46 | return self._table 47 | else: 48 | for i in range(256): 49 | self._table.append(i * self._char_tran) 50 | return self._table 51 | 52 | def generate_true_font(self): 53 | return truetype(self._font, self._fsize) 54 | 55 | def create_character(self): 56 | font = self.generate_true_font() 57 | w, h = self._draw.textsize(self._char_text, font=font) 58 | 59 | self._char_image = Image.new('RGB', (w, h), 0) # (255, 255, 255) 60 | color = CaptchaUtils.get_rgb(self._color) 61 | Draw(self._char_image).text((0, 0), self._char_text, font=font, fill=color) 62 | # self._char_image.show() 63 | self._char_image = self._char_image.rotate(self._rotate, Image.BILINEAR, expand=1) 64 | self._char_image = self._char_image.crop(self._char_image.getbbox()) 65 | if self._custom_fn: 66 | tmp = self._char_image 67 | self._char_image = self._custom_fn(tmp) 68 | self._char_image = self._char_image.crop(self._char_image.getbbox()) 69 | 70 | self._width = self._char_image.size[0] 71 | self._height = self._char_image.size[1] 72 | 73 | @property 74 | def char(self): 75 | if self._char_image is None: 76 | self.create_character() 77 | 78 | return self._char_image 79 | 80 | @property 81 | def font(self): 82 | return self._font 83 | 84 | @property 85 | def char_text(self): 86 | return self._char_text 87 | 88 | @property 89 | def color(self): 90 | return self._color 91 | 92 | @property 93 | def rotate(self): 94 | return self._rotate 95 | 96 | @property 97 | def fsize(self): 98 | return self._fsize 99 | 100 | @property 101 | def position_x(self): 102 | return self._position_x 103 | 104 | @property 105 | def position_y(self): 106 | return self._position_y 107 | 108 | @property 109 | def mask(self): 110 | return self._mask 111 | 112 | def set_x(self, pos): 113 | self._position_x = pos 114 | 115 | def set_y(self, pos): 116 | self._position_y = pos 117 | -------------------------------------------------------------------------------- /model/utils.py: -------------------------------------------------------------------------------- 1 | # coding: utf-8 2 | import base64 3 | import os 4 | import random 5 | from io import BytesIO 6 | 7 | from PIL import Image 8 | from PIL.ImageDraw import Draw 9 | 10 | 11 | class CaptchaUtils(object): 12 | @staticmethod 13 | def random_choice_from(_range): 14 | return random.choice(_range) 15 | 16 | @staticmethod 17 | def random_color_bg(): 18 | bg = [0xF0D8F0, 0xF0D8FF, 0xC0F0D8, 0xF0F0C0, 0xD8F0C0, 0xD8C0F0, 0xD8C0D8, 0xC0D8C0, 0xF0D8D8, 19 | 0xF0C0C0, 0xC0C0F0, 0xD8D8FF] 20 | return CaptchaUtils.get_rgb(CaptchaUtils.random_choice_from(bg), 160) 21 | 22 | @staticmethod 23 | def random_color_fg(): 24 | bg = [0x301878, 0x184830, 0x606030, 0x603018, 0x601878, 0x303078, 0x303030, 0x186018, 0x303090, 0x304860, 25 | 0x306048, 0x304848, 0x481860, 0x181818, 0x186030, 0x606048, 0x181848, 0x487818, 0x607830] 26 | return CaptchaUtils.get_rgb(CaptchaUtils.random_choice_from(bg)) 27 | 28 | @staticmethod 29 | def draw_line(image, start_p, end_p, color, wdith=2): 30 | points = [start_p[0], start_p[1], end_p[0], end_p[1]] 31 | Draw(image).line(points, fill=color, width=wdith) 32 | 33 | @staticmethod 34 | def draw_rectangle(image, box, color): 35 | points = [(box[0], box[1]), (box[0] + box[2], box[1]), (box[0] + box[2], box[1] + box[3]), 36 | (box[0], box[1] + box[3]), (box[0], box[1])] 37 | 38 | for index in range(len(points) - 1): 39 | CaptchaUtils.draw_line(image, points[index], points[index + 1], color) 40 | 41 | @staticmethod 42 | def draw_dot(image, color, width=2): 43 | w, h = image.size 44 | draw = Draw(image) 45 | x1 = random.randint(0, w) 46 | y1 = random.randint(0, h) 47 | draw.line((x1, y1, x1 - 1, y1 - 1), fill=color, width=width) 48 | 49 | @staticmethod 50 | def get_rgb(color_hex, op=None): 51 | if isinstance(color_hex, str): 52 | color_hex = int(color_hex, 16) 53 | 54 | if op is None: 55 | return (color_hex & 0xff0000) >> 16, (color_hex & 0x00ff00) >> 8, (color_hex & 0x0000ff) 56 | else: 57 | return ( 58 | (color_hex & 0xff0000) >> 16, (color_hex & 0x00ff00) >> 8, (color_hex & 0x0000ff), 59 | random.randint(op, 200)) 60 | 61 | @staticmethod 62 | def random_point(w, h): 63 | return random.randint(0, w), random.randint(0, h) 64 | 65 | @staticmethod 66 | def transform_base64_to_image(base64_str, image_path, image_name): 67 | if not os.path.isdir(image_path): 68 | os.makedirs(image_path) 69 | 70 | with open(os.path.join(image_path, image_name), "wb") as fh: 71 | fh.write(base64.decodebytes(bytes(base64_str, "utf-8"))) 72 | 73 | @staticmethod 74 | def convert_gif_to_jpg(gif_file, jpg_file_path): 75 | try: 76 | im = Image.open(gif_file) 77 | except IOError: 78 | print("converting failed while converting gif to jpg.") 79 | return -1 80 | 81 | i = 0 82 | mypalette = im.getpalette() 83 | # print(gif_file) 84 | try: 85 | while 1: 86 | im.putpalette(mypalette) 87 | new_im = Image.new("RGB", im.size) 88 | new_im.paste(im) 89 | new_im.save(jpg_file_path) 90 | 91 | i += 1 92 | im.seek(im.tell() + 1) 93 | 94 | except EOFError: 95 | pass # end of sequence 96 | 97 | @staticmethod 98 | def convert_gif_2_jpg(gif_base64): 99 | bas = base64.decodebytes(bytes(gif_base64, "utf-8")) 100 | im = Image.open(BytesIO(bas)) 101 | i = 0 102 | mypalette = im.getpalette() 103 | base64_jpgs = [] 104 | try: 105 | while 1: 106 | 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-------------------------------------------------------------------------------- /resources/corpus/text.csv: -------------------------------------------------------------------------------- 1 | 拉枯折朽 2 | 拉枯折朽 -------------------------------------------------------------------------------- /resources/corpus/top_level_chinese.txt: -------------------------------------------------------------------------------- 1 | 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