Classify Objects Using Deep Learning

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//Portal Item ID
inputRaster={"itemId": <portal item id>}

//Image Service URL
inputRaster={"url": <image service url>}

//Feature Service URL
inputRaster={"url": <feature service url>}

//URI for a cloud raster or shared data path
inputRaster={"uri": <cloud raster uri or shared data path>}

//Service Properties
inputRaster={"serviceProperties":{"name":" testrasteranalysis ","serviceUrl":"https://<server name>/server/rest/services/Hosted/testrasteranalysis /ImageServer"},"itemProperties":{"itemId":"8cfbd3ec25584d0d8f4ed23b8ff7c43b", "folderId":"sdfwerfbd3ec25584d0d8f4"}}

//Data store URI
inputRaster={"uri":"/rasterStores/rasterstorename/A/B/C"}
or
inputRaster={"uri":"/fileShares/filesharedatastorename/A/B/C"}
or
inputRaster={"uri":"/cloudStores/cloudstorename/A/B/C"}

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//Feature Service Layer URL
inputFeatures={"url": <feature service layer url>}

//Shared Data Path
inputFeatures={"uri": <shared data path>}

//Service Properties
inputFeatures={"serviceProperties":{"name":"testrasteranalysis","serviceUrl":"https://<server name>/server/rest/services/Hosted/testrasteranalysis/FeatureServer/0"},"itemProperties":{"itemId":"8cfbd3ec25584d0d8f4ed23b8ff7c43b","folderId":"sdfwerfbd3ec25584d0d8f4"}}

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inputFeatures={"url": "https://myserver/arcgis/rest/services/Hosted/testrasteranalysis/FeatureServer/0}

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//Portal Item ID
outputFeatureClass={"itemId": <portal item id>}

//Hosted Feature Service URL
outputFeatureClass={"url": <hosted feature service url>}

//Feature Class Local Output Path
outputFeatureClass={"uri": <feature class local output path>}

//Service Properties
outputFeatureClass={"serviceProperties":{"name":"testrasteranalysis","serviceUrl":"https://<server name>/server/rest/services/Hosted/testrasteranalysis/FeatureServer"},"itemProperties":{"itemId":"8cfbd3ec25584d0d8fed23b8ff7c43b","folderId":"sdfwerfbd3ec25584d0d8f4"}}

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//Portal Item
model={"itemId": "x2u130909jcvojzkeeraedf"}
model={"url": "https://<portal name>/portal/sharing/rest/content/items/x2u130909jcvojzkeeraedf"}

//.emd or .dlpk file
model={"uri": "\\\\sharedstorage\\sharefolder\\ClassifyHouseDamage.emd"}
model={"uri": "\\\\sharedstorage\\sharefolder\\ClassifyHouseDamage.dlpk"}
model={"uri": "/rasterStores/rasterstorename/A/B/ClassifyHouseDamage.emd"}
model={"uri": "/rasterStores/rasterstorename/A/B/ClassifyHouseDamage.dlpk"}

//.emd or .dlpk file stored in raster store with file share type
model = {"uri": "/fileShares/filesharedatastorename/A/B/ClassifyHouseDamage.emd"}
model={"uri": "/fileShares/filesharedatastorename/A/B/model.dlpk"}

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model={
  "Framework": "Keras",
  "ModelConfiguration": {
    "Name": "KerasClassifier"
  },
  "ModelFile": "Damage_Classification_Model.h5",
  "ModelType": "ObjectClassification",
  "ImageHeight": 256,
  "ImageWidth": 256,
  "ExtractBands": [
    0,
    1,
    2
  ],
  "CropSizeFixed": 1,
  "BlackenAroundFeature": 1,
  "ImageSpaceUsed": "MAP_SPACE",
  "Classes": [
    {
      "Value": 0,
      "Name": "undamaged",
      "Color": [
        255,
        255,
        0
      ]
    },
    {
      "Value": 1,
      "Name": "damaged",
      "Color": [
        0,
        255,
        255
      ]
    }
  ]
}

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modelArguments={"name1": "value1", "name2": "value2"}

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classLabelField="ClassLabel"

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processAllRasterItems=false

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context={"cellSize": "20", "processorType": "CPU", "parallelProcessingFactor": "4"}