Mercurial > ift6266
view data_generation/transformations/ttf2jpg.py @ 173:954185d6002a
Take the validation set at the end of the training set files rather than at the beginning.
author | Arnaud Bergeron <abergeron@gmail.com> |
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date | Sat, 27 Feb 2010 12:01:08 -0500 |
parents | 1f5937e9e530 |
children | 7800be7bce66 |
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#!/usr/bin/python # -*- coding: iso-8859-1 -*- ''' Implementation of font image generator download fonts from http://www.dafont.com for exemple Author: Guillaume Sicard ''' import sys, os, fnmatch, random import Image, ImageFont, ImageDraw, numpy class ttf2jpg(): def __init__(self, font_file = ''): self.w = 32 self.h = 32 self.font_dir = '/Tmp/allfonts/' self.font_file = font_file self.image_dir = './images/' self.pattern = '*.ttf' self.char_list = [] for i in range(0,10): self.char_list.append(chr(ord('0') + i) ) for i in range(0,26): self.char_list.append(chr(ord('A') + i) ) for i in range(0,26): self.char_list.append(chr(ord('a') + i) ) files = os.listdir(self.font_dir) self.font_files = fnmatch.filter(files, '*.ttf') + fnmatch.filter(files, '*.TTF') # get font name def get_settings_names(self): return [self.font_file] # save an image def save_image(self,array, filename = ''): image = (array * 255.0).astype('int') image = Image.fromarray(image).convert('L') if (filename != ''): image.save(filename) else: image.show() # set a random font for character generation def set_random_font(self): i = random.randint(0, len(self.font_files) - 1) self.font_file = self.font_dir + self.font_files[i] # return a picture array of "text" with font "font_file" def create_image(self, text): # create a w x h black picture, and a drawing space image = Image.new('L', (self.w, self.h), 'Black') draw = ImageDraw.Draw(image) # load the font with the right size font = ImageFont.truetype(self.font_file, 28) d_w,d_h = draw.textsize(text, font=font) # write text and aligns it draw.text(((32 - d_w) / 2, ((32 - d_h) / 2)), text, font=font, fill='White') image = numpy.asarray(image) image = (image / 255.0).astype(numpy.float32) return image # write all the letters and numbers into pictures def process_font(self): for i in range(0, len(self.char_list) ): image = self.create_image(self.char_list[i]) self.save_image(image, self.image_dir + self.char_list[i] + '-' + os.path.basename(self.font_file) + '.jpg') sys.stdout.write('.') sys.stdout.flush() return (len(self.char_list)) # generate the character from the font_file and returns a numpy array def generate_image_from_char(self, character, font_file = ''): if (font_file != ''): self.font_file = font_file return self.create_image(character) # generate random character from random font file as a numpy array def generate_image(self): self.set_random_font() i = random.randint(0, len(self.char_list) - 1) return self.generate_image_from_char(self.char_list[i]), i # test method, create character images for all fonts in "font_dir" in dir "image_dir" def test(self): import time # look for ttf files files = os.listdir(self.font_dir) font_files = fnmatch.filter(files, self.pattern) # create "image_dir" if it doesn't exist if not os.path.isdir(self.image_dir): os.mkdir(self.image_dir) sys.stdout.write( str(len(font_files)) + ' fonts found, generating jpg images in folder ' + self.image_dir ) sys.stdout.flush() # main loop t = time.time() n = 0 for font_file in font_files: self.font_file = self.font_dir + font_file n += self.process_font() t = time.time() - t sys.stdout.write('\nall done!\n' + str(n) + ' images generated in ' + str(t) + 's (average : ' + str(1000 * t / n) + ' ms/im)\n') if __name__ == '__main__': myttf2jpg = ttf2jpg() #myttf2jpg.test() image, i = myttf2jpg.generate_image() myttf2jpg.save_image(image, '')