{ "name": "ClassifyPixelsUsingDeepLearning", "displayName": "ClassifyPixelsUsingDeepLearning", "description": "In a raster analysis deployment, this tool runs a trained deep learning model on an input image to produce a classified raster published as a hosted imagery layer in your portal.", "category": "", "helpUrl": "https://spatialags.vhb.com/arcgis/rest/directories/arcgisoutput/System/RasterAnalysisTools_GPServer/System_RasterAnalysisTools/ClassifyPixelsUsingDeepLearning.htm", "executionType": "esriExecutionTypeAsynchronous", "parameters": [ { "name": "inputRaster", "dataType": "GPString", "displayName": "inputRaster", "description": "The input image to classify. It can be an image service URL, a raster layer, an image service, a map server layer, or an Internet tiled layer.", "direction": "esriGPParameterDirectionInput", "defaultValue": "", "parameterType": "esriGPParameterTypeRequired", "category": "" }, { "name": "outputClassifiedRaster", "dataType": "GPString", "displayName": "outputClassifiedRaster", "description": "", "direction": "esriGPParameterDirectionInput", "defaultValue": "", "parameterType": "esriGPParameterTypeRequired", "category": "" }, { "name": "model", "dataType": "GPString", "displayName": "model", "description": "", "direction": "esriGPParameterDirectionInput", "defaultValue": "", "parameterType": "esriGPParameterTypeRequired", "category": "" }, { "name": "modelArguments", "dataType": "GPString", "displayName": "modelArguments", "description": "The function arguments are defined in the Python raster function class referenced by the input model. This is where you list additional deep learning parameters and arguments for experiments and refinement, such as a confidence threshold for adjusting the sensitivity. The names of the arguments are populated by the tool from reading the Python module on the RA server.", "direction": "esriGPParameterDirectionInput", "defaultValue": "", "parameterType": "esriGPParameterTypeOptional", "category": "" }, { "name": "processAllRasterItems", "dataType": "GPBoolean", "displayName": "Process All Raster Items", "description": "", "direction": "esriGPParameterDirectionInput", "defaultValue": false, "parameterType": "esriGPParameterTypeOptional", "category": "" }, { "name": "context", "dataType": "GPString", "displayName": "context", "description": "", "direction": "esriGPParameterDirectionInput", "defaultValue": "", "parameterType": "esriGPParameterTypeOptional", "category": "" }, { "name": "outRaster", "dataType": "GPString", "displayName": "outRaster", "description": "", "direction": "esriGPParameterDirectionOutput", "defaultValue": "", "parameterType": "esriGPParameterTypeDerived", "category": "" } ] }