def random_processing(image): for i in range(config.RANDOM_NVERSIONS): r = random.randint(0, 2) print r if r == 0: processed_image = ip.monochrome(image, config.random_color(), 100) # processed_image = ip.monochrome(image, config.random_color(), int(random.gauss(100, 30))) if r == 1: processed_image = ip.bloodyface(image) if r == 2: gain = abs(random.gauss(2, 1)) mode_size = sample(range(3, 33, 2), 1)[0] processed_image = ip.sketch(image, gain = gain, mode_size = mode_size) processed_image = ie.random_resize(processed_image, config.RANDOM_SCALING_ALPHA, config.RANDOM_SCALING_GAMMA) image_path = save_image(processed_image) url = URL_BASE + '/upload_random_image' upload_image(image_path, url)
def grid_processing(image): width, height = config.GRID_IMAGE_SIZE for i in range(config.GRID_NVERSION): if args.grid_processing == 'sketch': # gain = abs(random.gauss(2, 1)) # mode_size = sample(range(3, 33, 2), 1)[0] gain = 1 mode_size = 11 processed_image = ip.sketch(image, gain = gain, mode_size = mode_size) processed_image = ie.resize_to_size(processed_image, width, height) image_path = save_image(processed_image) upload_image(image_path, URL_BASE + '/upload_grid_image_sketch') elif args.grid_processing == 'monochrome': # processed_image_white = ip.monochrome(image, config.random_color(), 130) # processed_image_white = ie.resize_to_size(processed_image_white, width, height) # image_path_white = save_image(processed_image_white) # upload_image(image_path_white, URL_BASE + '/upload_grid_image_white') processed_image_black = ip.monochrome(image, config.random_color(), 130, white_background = False) processed_image_black = ie.resize_to_size(processed_image_black, width, height) image_path_black = save_image(processed_image_black) upload_image(image_path_black, URL_BASE + '/upload_grid_image_black')
