| from transformers import PreTrainedModel | |
| from .unet3d import U_Net, U_Net_DeepSup | |
| from .UNetConfigs import UNet3DConfig, UNetMSS3DConfig | |
| class UNet3D(PreTrainedModel): | |
| config_class = UNet3DConfig | |
| def __init__(self, config): | |
| super().__init__(config) | |
| self.model = U_Net( | |
| in_ch=config.in_ch, | |
| out_ch=config.out_ch, | |
| init_features=config.init_features) | |
| def forward(self, x): | |
| return self.model(x) | |
| class UNetMSS3D(PreTrainedModel): | |
| config_class = UNetMSS3DConfig | |
| def __init__(self, config): | |
| super().__init__(config) | |
| self.model = U_Net_DeepSup( | |
| in_ch=config.in_ch, | |
| out_ch=config.out_ch, | |
| output_dir=config.output_dir, | |
| init_features=config.init_features) | |
| def forward(self, x): | |
| return self.model(x) |