{
  "version": "3",
  "type": "segmentation",
    "batch_size": 1,

    "pre_transforms":
    [
        {
            "name": "LoadNifti",
            "args": {
                "fields": [
                    "image",
                    "label_image"
                ],
                "as_closest_canonical": true
            }
        },
        {
            "name": "ScaleIntensityRange",
            "args": {
                "fields": "image",
                "a_min": -1000,
                "a_max": 500,
                "b_min": 0,
                "b_max": 1,
                "clip": true
            }
        },
        {
            "name": "CropForegroundObject",
            "args": {
                "fields": "image",
                "size": [192, 192, 64],
                "label_field": "label_image",
                "pad": 5
            }
        },
        {
            "name": "MaskImage",
            "args": {
                "image_field": "image",
                "mask_field": "label_image"
            },
            "disabled": true
        },
        {
            "name": "ConvertToChannelsLast",
            "args": {
                "fields": [
                    "image",
                    "label_image"
                ]
            }
        }
    ],

    "post_transforms":
    [
        {
            "name": "ProcessMulticlassPreds",
            "args": {
              "field": "model"
            }
        }
    ],

    "writers":
    [
      {
        "name": "WriteClassificationResult",
        "args": {
          "field": "model",
          "write_path": "{MMAR_EVAL_OUTPUT_PATH}"
        }
      }
    ],

    "val_metrics":
    [
        {
            "name": "ComputeMulticlassAverage",
            "args": {
              "name": "MulticlassAverage",
              "field": "model",
              "label_field": "label",
              "report_path": "{MMAR_EVAL_OUTPUT_PATH}"
            }
        }
    ],

    "inferer":
    {
        "name": "TFSimpleInferer"
    },

    "model_loader":
    {
        "name": "FrozenGraphModelLoader",
        "args": {
          "model_file_path": "model.trt.pb"
        }
    }
}