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from PIL import Image, ImageEnhance Mods = [] for i in range(10): Mods.append((str(i), Image.open('D:/Python源码/图片/%d-.png' % i))) def regonize(): for n in range(50): image = Image.open('D:/Python源码/图片/%d.png' % n) image2 = image.convert('1') result = [] for i in range(4): #将验证码分割4份 w1 = 23 #根据验证码大小确定,为宽度 box = (w1*i, 0, w1+w1*i, 37) image_crop = image2.crop(box) points = [] for Mod in Mods: different = 0 for y in range(23): for x in range(37): if y > 0 and x > 0: if (Mod[1].getpixel((y-1, x-1)) != image_crop.getpixel((y-1, x-1))): different += 1 points.append((different, Mod[0])) points.sort() result.append((points[0][1])) print(result, n) regonize()