enhance.py 文件源码

def __init__(self):
        self.network = collections.OrderedDict()
        self.network['img'] = InputLayer((None, 3, None, None))
        self.network['seed'] = InputLayer((None, 3, None, None))

        config, params = self.load_model()
        self.setup_generator(self.last_layer(), config)

        if args.train:
            concatenated = lasagne.layers.ConcatLayer([self.network['img'], self.network['out']], axis=0)
            self.setup_perceptual(concatenated)
            self.load_perceptual()
            self.setup_discriminator()
        self.load_generator(params)
        self.compile()

    #------------------------------------------------------------------------------------------------------------------
    # Network Configuration
    #------------------------------------------------------------------------------------------------------------------