def __init__(self, args):
        self.preInit()

        self.args = args
        self.sess = tf.Session()
        self.load_network()

        args.image_content = kld.prepare_image_dict(args.image_content)
        args.image_test = kld.prepare_image_dict(args.image_test)

        self.ycL = kld.get_dir_files(args.content_dir)
        args.num_iters = len(self.ycL) // args.batch_size

        self.build(args)
        self.test(args)
Esempio n. 2
0
    def __init__(self, args):
        self.preInit()

        self.args = args
        self.sess = tf.Session()
        self.load_network()

        args.image_style = kld.prepare_image_dict(args.image_style)
        args.image_content = kld.prepare_image_dict(args.image_content)

        self.ysL = self.load_image(args.style_dir, args.image_style)
        self.ycL = kld.get_dir_files(args.content_dir)
        args.num_iters = len(self.ycL) // args.batch_size

        self.style_layers = kld.ordered_sorted_dict(args.style_layer_ids)
        self.content_layers = kld.ordered_sorted_dict(args.content_layer_ids)

        self.build(args)
        self.train(args)
Esempio n. 3
0
    def __init__(self, args):
        self.preInit()

        self.args = args
        self.sess = tf.Session()
        self.load_network()

        args.image_test = kld.prepare_image_dict(args.image_test)

        self.build(args)
        self.test(args)