53633acd7c861fd73e3954088a48d0ac8dc42895,niftynet/application/gan_application.py,GANApplication,initialise_dataset_loader,#GANApplication#,42

Before Change

        // read each line of csv files into an instance of Subject
        if self.is_training:
            self.reader = ImageReader(["image", "conditioning"])
        else:  // in the inference process use image input only
            self.reader = ImageReader(["conditioning"])
        if self.reader:

After Change

        // read each line of csv files into an instance of Subject
        if self.is_training:
            self.readers = [ImageReader(["image", "conditioning"], phase="train"),
                            ImageReader(["conditioning"], phase="validation")]
        else:  // in the inference process use image input only
            self.readers = [ImageReader(["image"], phase="test")]
        for reader in self.readers:
            reader.initialise_reader(data_param, task_param)

        if self.net_param.normalise_foreground_only:
            foreground_masking_layer = BinaryMaskingLayer(
                type_str=self.net_param.foreground_type,
                multimod_fusion=self.net_param.multimod_foreground_type,

Instances