Mercurial > ift6266

annotate data_generation/transformations/ttf2jpg.py @ 266:1e4e60ddadb1

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Merge. Ah, et dans le dernier commit, j'avais oublié de mentionner que j'ai ajouté du code pour gérer l'isolation de différents clones pour rouler des expériences et modifier le code en même temps.
author fsavard
date Fri, 19 Mar 2010 10:56:16 -0400
parents 1f5937e9e530
children 7800be7bce66
rev   line source
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1 #!/usr/bin/python
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2 # -*- coding: iso-8859-1 -*-
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4 '''
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5 Implementation of font image generator
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6 download fonts from http://www.dafont.com for exemple
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7
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8 Author: Guillaume Sicard
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9 '''
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11 import sys, os, fnmatch, random
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12 import Image, ImageFont, ImageDraw, numpy
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14 class ttf2jpg():
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15 def __init__(self, font_file = ''):
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16 self.w = 32
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17 self.h = 32
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18 self.font_dir = '/Tmp/allfonts/'
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19 self.font_file = font_file
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20 self.image_dir = './images/'
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21 self.pattern = '*.ttf'
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22 self.char_list = []
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23 for i in range(0,10):
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24 self.char_list.append(chr(ord('0') + i) )
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25 for i in range(0,26):
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26 self.char_list.append(chr(ord('A') + i) )
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27 for i in range(0,26):
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28 self.char_list.append(chr(ord('a') + i) )
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29 files = os.listdir(self.font_dir)
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30 self.font_files = fnmatch.filter(files, '*.ttf') + fnmatch.filter(files, '*.TTF')
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32 # get font name
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33 def get_settings_names(self):
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34 return [self.font_file]
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36 # save an image
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37 def save_image(self,array, filename = ''):
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38 image = (array * 255.0).astype('int')
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39 image = Image.fromarray(image).convert('L')
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40 if (filename != ''):
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41 image.save(filename)
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42 else:
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43 image.show()
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45 # set a random font for character generation
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46 def set_random_font(self):
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47 i = random.randint(0, len(self.font_files) - 1)
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48 self.font_file = self.font_dir + self.font_files[i]
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49
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50 # return a picture array of "text" with font "font_file"
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51 def create_image(self, text):
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52 # create a w x h black picture, and a drawing space
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53 image = Image.new('L', (self.w, self.h), 'Black')
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54 draw = ImageDraw.Draw(image)
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55
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56 # load the font with the right size
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57 font = ImageFont.truetype(self.font_file, 28)
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58 d_w,d_h = draw.textsize(text, font=font)
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60 # write text and aligns it
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61 draw.text(((32 - d_w) / 2, ((32 - d_h) / 2)), text, font=font, fill='White')
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62
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63 image = numpy.asarray(image)
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64 image = (image / 255.0).astype(numpy.float32)
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65
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66 return image
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68 # write all the letters and numbers into pictures
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69 def process_font(self):
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70 for i in range(0, len(self.char_list) ):
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71 image = self.create_image(self.char_list[i])
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72 self.save_image(image, self.image_dir + self.char_list[i] + '-' + os.path.basename(self.font_file) + '.jpg')
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73 sys.stdout.write('.')
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74 sys.stdout.flush()
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75 return (len(self.char_list))
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76
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77 # generate the character from the font_file and returns a numpy array
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78 def generate_image_from_char(self, character, font_file = ''):
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79 if (font_file != ''):
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80 self.font_file = font_file
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81
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82 return self.create_image(character)
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83
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84 # generate random character from random font file as a numpy array
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85 def generate_image(self):
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86 self.set_random_font()
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87 i = random.randint(0, len(self.char_list) - 1)
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88 return self.generate_image_from_char(self.char_list[i]), i
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89
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90 # test method, create character images for all fonts in "font_dir" in dir "image_dir"
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91 def test(self):
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92 import time
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93
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94 # look for ttf files
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95 files = os.listdir(self.font_dir)
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96 font_files = fnmatch.filter(files, self.pattern)
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97
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98 # create "image_dir" if it doesn't exist
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99 if not os.path.isdir(self.image_dir):
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100 os.mkdir(self.image_dir)
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101
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102 sys.stdout.write( str(len(font_files)) + ' fonts found, generating jpg images in folder ' + self.image_dir )
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103 sys.stdout.flush()
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104
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105 # main loop
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106 t = time.time()
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107 n = 0
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108
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109 for font_file in font_files:
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110 self.font_file = self.font_dir + font_file
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111 n += self.process_font()
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112 t = time.time() - t
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113
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114 sys.stdout.write('\nall done!\n' + str(n) + ' images generated in ' + str(t) + 's (average : ' + str(1000 * t / n) + ' ms/im)\n')
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116 if __name__ == '__main__':
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117
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118 myttf2jpg = ttf2jpg()
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05145f4fb609 Added : generation of random character with random font file from a specified folder
Guillaume Sicard <guitch21@gmail.com>
parents: 33
diff changeset
119 #myttf2jpg.test()
109
9c45e0071b52 Adapté le générateur d'images de fontes pour utiliser en amont du pipeline
boulanni <nicolas_boulanger@hotmail.com>
parents: 43
diff changeset
120 image, i = myttf2jpg.generate_image()
9c45e0071b52 Adapté le générateur d'images de fontes pour utiliser en amont du pipeline
boulanni <nicolas_boulanger@hotmail.com>
parents: 43
diff changeset
121 myttf2jpg.save_image(image, '')