{
  "processor": {
    "name": "gemma_3_image_processing",
    "transforms": [
      {
        "operation": {
          "name": "decode_image",
          "type": "DecodeImage",
          "attrs": {
            "color_space": "RGB"
          }
        }
      },
      {
        "operation": {
          "name": "resize",
          "type": "Resize",
          "attrs": {
            "interpolation": "CUBIC",
            "width": 896,
            "height": 896,
            "keep_aspect_ratio": 0
          }
        }
      },
      {
        "operation": {
          "name": "re-scale",
          "type": "Rescale"
        }
      },
      {
        "operation": {
          "name": "normalize",
          "type": "Normalize",
          "attrs": {
            "mean": [0.5, 0.5, 0.5],
            "std": [0.5, 0.5, 0.5]
          }
        }
      },
      {
        "operation": {
          "name": "to_channel_first",
          "type": "Permute3D",
          "attrs": {
            "dims": [2, 0, 1]
          }
        }
      }
    ]
  }
}