The Google Cloud project that owns the model. Deprecated: use "projectId" instead.
projectId
String, default: null
The ID of the Google Cloud project that owns the model.
modelName
String, default: null
The name of the model.
version
String, default: null
The model version. Defaults to the AI Platform default model version.
region
String, default: null
The model deployment region. Defaults to "us-central1".
inputProperties
List, default: null
Properties passed with each prediction instance. Image predictions are tiled, so these properties will be replicated into each image tile instance. Defaults to no properties.
inputTypeOverride
Dictionary, default: null
Types to which model inputs will be coerced if specified. Both Image bands and Image/Feature properties are valid.
inputShapes
Dictionary, default: null
The fixed shape of input array bands. For each array band not specified, the fixed array shape will be automatically deduced from a non-masked pixel.
proj
Projection, default: null
The input projection at which to sample all bands. Defaults to the default projection of an image's first band.
fixInputProj
Boolean, default: null
If true, pixels will be sampled in a fixed projection specified by 'proj'. The output projection is used otherwise. Defaults to false.
inputTileSize
List, default: null
Rectangular dimensions of pixel tiles passed in to prediction instances. Required for image predictions.
inputOverlapSize
List, default: null
Amount of adjacent-tile overlap in X/Y along each edge of pixel tiles passed in to prediction instances. Defaults to [0, 0].
outputTileSize
List, default: null
Rectangular dimensions of pixel tiles returned from AI Platform. Defaults to the value in 'inputTileSize'.
outputBands
Dictionary, default: null
A map from output band names to a dictionary of output band info. Valid band info fields are 'type' and 'dimensions'. 'type' should be a ee.PixelType describing the output band, and 'dimensions' is an optional integer with the number of dimensions in that band e.g., "outputBands: {'p': {'type': ee.PixelType.int8(), 'dimensions': 1}}". Required for image predictions.
outputProperties
Dictionary, default: null
A map from output property names to a dictionary of output property info. Valid property info fields are 'type' and 'dimensions'. 'type' should be a ee.PixelType describing the output property, and 'dimensions' is an optional integer with the number of dimensions for that property if it is an array e.g., "outputBands: {'p': {'type': ee.PixelType.int8(), 'dimensions': 1}}". Required for predictions from FeatureCollections.
outputMultiplier
Float, default: null
An approximation to the increase in data volume for the model outputs over the model inputs. If specified this must be >= 1. This is only needed if the model produces more data than it consumes, e.g., a model that takes 5 bands and produces 10 outputs per pixel.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2024-07-13 UTC."],[[["Accesses and uses AI Platform prediction models within Earth Engine."],["Requires specifying the project and model details for retrieval."],["Allows customization of input and output data formats and properties."],["Enables image predictions with tiling options for efficient processing."],["Supports defining output band and property types and dimensions."]]],[]]