使用不同的字体创建3D验证码

Question

我有兴趣制作3D验证码，我使用单一字体，如下所示：

import string
from matplotlib.font_manager import findSystemFonts
import random
from PIL import ImageFont, Image, ImageDraw

def rand_font(fonts=[], fontpaths=None, fontext='ttf', font_encoding='', min_size=24, max_size=36):
    if fonts == []:
        fonts = findSystemFonts(fontpaths, fontext)
    requested_font = fonts[random.randint(0, len(fonts)-1)]
    font_size = random.randint(min_size, max_size)
    return ImageFont.truetype(requested_font, font_size, encoding=font_encoding)

def create_captcha(text):
    def _rand_color():
        colors = ['red', 'orange', 'white', 'purple', 'green', 'yellow']
        return colors[random.randint(0, len(colors)-1)]

    width = random.randint(400, 700)
    height = random.randint(150, 200)
    angle = angle if angle else uniform(-20, 20)


    font = rand_font()

    text_width, text_height = font.getsize(text)

    img = Image.new("L", (text_width * 3, text_height * 3), "white")
    draw = ImageDraw.Draw(img)
    draw.text((text_width, text_height), text, font=font)

    fig = pylab.figure(figsize=(width/100.0, height/100.0), dpi=4000)
    axes = Axes3D(fig)
    X, Y = numpy.meshgrid(range(img.size[0]), range(img.size[1]))
    Z = 1 - numpy.asarray(img) / 255


    func = Axes3D.plot_surface if random.randint(0,1) == 0 else Axes3D.plot_wireframe

    func(axes, X, -Y, Z, rstride=1, cstride=1, color=_rand_color())

    axes.set_zlim((-3, 3))
    axes.set_xlim((text_width * 1.1, text_width * 1.9))
    axes.set_ylim((-text_height * 1.9, -text_height* 1.1))
    axes.set_axis_off()
    axes.view_init(elev=60, azim=-90)

这很好，所有，它可以让我创造这样的事情：
http://puu.sh/dfxcW/d9fc3f5c4e.jpg和
http://puu.sh/dft1a/1d35f5c99a.png

我想要做的是创建一个验证码，为每个字符使用不同的字体和大小，并为每个字符略微偏移y。

因为它是根据numpy数组绘制的，所以我尝试循环遍历文本中的每个字符，如下所示：

prev_x = 0
x = []
y = []
z = []
for character in text:
    X, Y = numpy.meshgrid(range(prev_x, prev_x + img.size[0]), range(img.size[1]))
    for v in X.tolist():
        x.append(v)
    for v in Y.tolist():
        y.append(v)
    # same for z
prev_x += 40 # trying to offset the characters by an x value so they dont overlap
x = numpy.array(x)
# same for y and z to convert back to numpy array
Axes3D.plot_wireframe(x, -y, z, rstride=1, cstride=1)

这会导致shape mismatch: two or more arrays have incompatible dimensions on axis 1.让我感到困惑，因为我认为维度完全相同，因为我在每个维度都做同样的调用。我是numpy和3D的新手，所以如果有人有建议请告诉我！

Answer 1

在你如何开始这个方面肯定有很多很酷的因素，而且大多数情况都存在;这是我为每个字符获取随机字体和可能颜色的mods。我确实更改了一些尺寸以更好地适应我的屏幕。

from matplotlib.font_manager import findSystemFonts
import random
from PIL import ImageFont, Image, ImageDraw
import numpy
from mpl_toolkits.mplot3d.axes3d import Axes3D
import matplotlib.pyplot as plt

def rand_font(fonts=[], fontpaths=None, fontext='ttf', font_encoding='', min_size=24, max_size=36):
    if fonts == []:
        fonts = findSystemFonts(fontpaths, fontext)
    requested_font = fonts[random.randint(0, len(fonts)-1)]
    font_size = random.randint(min_size, max_size)
    return ImageFont.truetype(requested_font, font_size, encoding=font_encoding)

def create_captcha(text):
    def _rand_color():
        colors = ['red', 'orange', 'purple', 'green', 'yellow']
        return colors[random.randint(0, len(colors)-1)]

    # First font just gets the general offsets
    font = rand_font()
    text_width, text_height = font.getsize(text)

    # Dont draw text here first
    img = Image.new("L", (text_width * 3, text_height * 3), "white")
    draw = ImageDraw.Draw(img)

    fig = plt.figure(figsize=(12, 8))
    axes = Axes3D(fig)

    # Do this way if you want random fonts AND colors
    #=================
    prev_x = 0
    for character in text:
        cfont = rand_font()
        char_wid, char_height = cfont.getsize(character)
        draw.text((prev_x+text_width, text_height), character, font=cfont)

        X, Y = numpy.meshgrid(range(prev_x+text_width, prev_x+text_width+char_wid),
                              range(text_height, text_height+char_height))
        Z = 1 - numpy.asarray(img.crop((prev_x+text_width, text_height,
                                        prev_x+text_width+char_wid,
                                        text_height+char_height))) / 255
        axes.plot_wireframe(X, -Y, Z, rstride=1, cstride=1, color=_rand_color())

        prev_x += char_wid # trying to offset the characters by an x value so they dont overlap
    #=================

    # Do this way if you want just random fonts on each letter all one color
    #=================
    prev_x = 0
    for character in text:
        cfont = rand_font()
        char_wid, char_height = cfont.getsize(character)
        draw.text((prev_x+text_width, text_height), character, font=cfont)

        prev_x += char_wid # trying to offset the characters by an x value so they dont overlap

    X, Y = numpy.meshgrid(range(img.size[0]), range(img.size[1]))
    Z = 1 - numpy.asarray(img) / 255
    axes.plot_wireframe(X, -Y, Z, rstride=1, cstride=1, color=_rand_color())
    #=================

    axes.set_zlim((-3, 3))
    axes.set_xlim((text_width * 1.1, text_width * 1.9))
    axes.set_ylim((-text_height * 1.9, -text_height* 1.1))
    axes.set_axis_off()
    axes.view_init(elev=60, azim=-90)
    plt.show()

create_captcha('TEST')

多字体单色版本看起来像这样：

，多字体多色版本如下所示：

如果你把它变成一个表面并改变视角/高度以避免背景，可能会看起来更漂亮......也许是这样的：

至少应该是一个起点！