{
    "definitions": {
        "ImageSource": {
            "anyOf": [
                {
                    "type": "object",
                    "required": [
                        "ImageBytes"
                    ],
                    "properties": {
                        "ImageBytes": {
                            "$ref": "common.json#/definitions/ImageBytes"
                        }
                    },
                    "additionalProperties": false
                },
                {
                    "type": "object",
                    "required": [
                        "Url"
                    ],
                    "properties": {
                        "Url": {
                            "type": "string",
                            "format": "uri"
                        }
                    },
                    "additionalProperties": false
                }
            ]
        },
        "ImageBytes": {
            "type": "object",
            "required": [
                "bytes"
            ],
            "properties": {
                "bytes": {
                    "type": "array",
                    "items": {
                        "type": "integer",
                        "format": "uint8",
                        "minimum": 0.0
                    }
                }
            }
        },
        "GenericModelConfig": {
            "anyOf": [
                {
                    "type": "object",
                    "required": [
                        "ModelConfig"
                    ],
                    "properties": {
                        "ModelConfig": {
                            "$ref": "common.json#/definitions/ModelConfig"
                        }
                    },
                    "additionalProperties": false
                },
                {
                    "type": "object",
                    "required": [
                        "ModelArchitecture"
                    ],
                    "properties": {
                        "ModelArchitecture": {
                            "$ref": "common.json#/definitions/ModelArchitecture"
                        }
                    },
                    "additionalProperties": false
                }
            ]
        },
        "ModelConfig": {
            "type": "object",
            "required": [
                "channels",
                "image_size",
                "image_transformation",
                "model_name",
                "model_url"
            ],
            "properties": {
                "model_name": {
                    "type": "string"
                },
                "model_url": {
                    "type": "string"
                },
                "image_transformation": {
                    "$ref": "common.json#/definitions/TransformationPipeline"
                },
                "image_size": {
                    "$ref": "common.json#/definitions/ImageSize"
                },
                "layer_name": {
                    "type": [
                        "string",
                        "null"
                    ]
                },
                "channels": {
                    "$ref": "common.json#/definitions/Channels"
                }
            }
        },
        "TransformationPipeline": {
            "type": "object",
            "required": [
                "steps"
            ],
            "properties": {
                "steps": {
                    "type": "array",
                    "items": {
                        "$ref": "common.json#/definitions/ImageTransform"
                    }
                }
            }
        },
        "ImageTransform": {
            "anyOf": [
                {
                    "type": "object",
                    "required": [
                        "ResizeRGBImage"
                    ],
                    "properties": {
                        "ResizeRGBImage": {
                            "$ref": "common.json#/definitions/ResizeRGBImage"
                        }
                    },
                    "additionalProperties": false
                },
                {
                    "type": "object",
                    "required": [
                        "ResizeRGBImageAspectRatio"
                    ],
                    "properties": {
                        "ResizeRGBImageAspectRatio": {
                            "$ref": "common.json#/definitions/ResizeRGBImageAspectRatio"
                        }
                    },
                    "additionalProperties": false
                },
                {
                    "type": "object",
                    "required": [
                        "CenterCrop"
                    ],
                    "properties": {
                        "CenterCrop": {
                            "$ref": "common.json#/definitions/CenterCrop"
                        }
                    },
                    "additionalProperties": false
                },
                {
                    "type": "object",
                    "required": [
                        "Normalization"
                    ],
                    "properties": {
                        "Normalization": {
                            "$ref": "common.json#/definitions/Normalization"
                        }
                    },
                    "additionalProperties": false
                },
                {
                    "type": "object",
                    "required": [
                        "Transpose"
                    ],
                    "properties": {
                        "Transpose": {
                            "$ref": "common.json#/definitions/Transpose"
                        }
                    },
                    "additionalProperties": false
                },
                {
                    "type": "object",
                    "required": [
                        "ToArray"
                    ],
                    "properties": {
                        "ToArray": {
                            "$ref": "common.json#/definitions/ToArray"
                        }
                    },
                    "additionalProperties": false
                },
                {
                    "type": "object",
                    "required": [
                        "ToTensor"
                    ],
                    "properties": {
                        "ToTensor": {
                            "$ref": "common.json#/definitions/ToTensor"
                        }
                    },
                    "additionalProperties": false
                }
            ]
        },
        "ResizeRGBImage": {
            "type": "object",
            "required": [
                "filter",
                "image_size"
            ],
            "properties": {
                "image_size": {
                    "$ref": "common.json#/definitions/ImageSize"
                },
                "filter": {
                    "$ref": "common.json#/definitions/FilterType"
                }
            }
        },
        "ImageSize": {
            "type": "object",
            "required": [
                "height",
                "width"
            ],
            "properties": {
                "width": {
                    "type": "integer",
                    "format": "uint",
                    "minimum": 0.0
                },
                "height": {
                    "type": "integer",
                    "format": "uint",
                    "minimum": 0.0
                }
            }
        },
        "FilterType": {
            "type": "string",
            "enum": [
                "Nearest",
                "Triangle",
                "CatmullRom",
                "Gaussian",
                "Lanczos3"
            ]
        },
        "ResizeRGBImageAspectRatio": {
            "type": "object",
            "required": [
                "filter",
                "image_size",
                "scale"
            ],
            "properties": {
                "image_size": {
                    "$ref": "common.json#/definitions/ImageSize"
                },
                "scale": {
                    "type": "number",
                    "format": "float"
                },
                "filter": {
                    "$ref": "common.json#/definitions/FilterType"
                }
            }
        },
        "CenterCrop": {
            "type": "object",
            "required": [
                "crop_size"
            ],
            "properties": {
                "crop_size": {
                    "$ref": "common.json#/definitions/ImageSize"
                }
            }
        },
        "Normalization": {
            "type": "object",
            "required": [
                "div",
                "sub",
                "zeroone"
            ],
            "properties": {
                "sub": {
                    "type": "array",
                    "items": {
                        "type": "number",
                        "format": "float"
                    },
                    "maxItems": 3,
                    "minItems": 3
                },
                "div": {
                    "type": "array",
                    "items": {
                        "type": "number",
                        "format": "float"
                    },
                    "maxItems": 3,
                    "minItems": 3
                },
                "zeroone": {
                    "type": "boolean"
                }
            }
        },
        "Transpose": {
            "type": "object",
            "required": [
                "axes"
            ],
            "properties": {
                "axes": {
                    "type": "array",
                    "items": {
                        "type": "integer",
                        "format": "uint",
                        "minimum": 0.0
                    },
                    "maxItems": 4,
                    "minItems": 4
                }
            }
        },
        "ToArray": {
            "type": "object"
        },
        "ToTensor": {
            "type": "object"
        },
        "Channels": {
            "type": "string",
            "enum": [
                "CWH",
                "WHC"
            ]
        },
        "ModelArchitecture": {
            "type": "string",
            "enum": [
                "SqueezeNet",
                "MobileNetV2",
                "ResNet152",
                "EfficientNetLite4"
            ]
        }
    }
}