Send feedback
  
   
 
  
    
      Class ImageClassificationPredictionParams (2.9.8)
    
    
       
    
    
      
      Stay organized with collections
     
    
      
      Save and categorize content based on your preferences.
     
    
  
      
     
  
  
   
  
    
  
  
    
    
    
  Version 2.9.8keyboard_arrow_down  
  
 
    
    
    
    
      
  
  
  
    
public   final   class  ImageClassificationPredictionParams   extends   GeneratedMessageV3   implements   ImageClassificationPredictionParamsOrBuilder  
   
   Prediction model parameters for Image Classification.
 Protobuf type 
 google.cloud.aiplatform.v1beta1.schema.predict.params.ImageClassificationPredictionParams
 
  
  
  
  Static Fields
   
  
  
    
public   static   final   int   CONFIDENCE_THRESHOLD_FIELD_NUMBER  
   
  Field Value 
  
  
  
    
public   static   final   int   MAX_PREDICTIONS_FIELD_NUMBER  
   
  Field Value 
  
  Static Methods
   
   
  
  
    
public   static   ImageClassificationPredictionParams   getDefaultInstance ()  
   
  Returns 
  
   
  
  
    
public   static   final   Descriptors . Descriptor   getDescriptor ()  
   
  Returns 
  
   
  
  
    
public   static   ImageClassificationPredictionParams . Builder   newBuilder ()  
   
  Returns 
  
   
  
  
    
public   static   ImageClassificationPredictionParams . Builder   newBuilder ( ImageClassificationPredictionParams   prototype )  
   
  Parameter 
  
  Returns 
  
   
  
  
    
public   static   ImageClassificationPredictionParams   parseDelimitedFrom ( InputStream   input )  
   
  Parameter 
  
  Returns 
  
  Exceptions 
  
   
  
  
    
public   static   ImageClassificationPredictionParams   parseDelimitedFrom ( InputStream   input ,   ExtensionRegistryLite   extensionRegistry )  
   
  Parameters 
  
  Returns 
  
  Exceptions 
  
   
  
  
    
public   static   ImageClassificationPredictionParams   parseFrom ( byte []   data )  
   
  Parameter 
  
    
      
        Name  
        Description  
       
      
        data  
        byte [] 
       
     
  
  Returns 
  
  Exceptions 
  
   
  
  
    
public   static   ImageClassificationPredictionParams   parseFrom ( byte []   data ,   ExtensionRegistryLite   extensionRegistry )  
   
  Parameters 
  
  Returns 
  
  Exceptions 
  
   
  
  
    
public   static   ImageClassificationPredictionParams   parseFrom ( ByteString   data )  
   
  Parameter 
  
  Returns 
  
  Exceptions 
  
   
  
  
    
public   static   ImageClassificationPredictionParams   parseFrom ( ByteString   data ,   ExtensionRegistryLite   extensionRegistry )  
   
  Parameters 
  
  Returns 
  
  Exceptions 
  
   
  
  
    
public   static   ImageClassificationPredictionParams   parseFrom ( CodedInputStream   input )  
   
  Parameter 
  
  Returns 
  
  Exceptions 
  
   
  
  
    
public   static   ImageClassificationPredictionParams   parseFrom ( CodedInputStream   input ,   ExtensionRegistryLite   extensionRegistry )  
   
  Parameters 
  
  Returns 
  
  Exceptions 
  
   
  
  
    
public   static   ImageClassificationPredictionParams   parseFrom ( InputStream   input )  
   
  Parameter 
  
  Returns 
  
  Exceptions 
  
   
  
  
    
public   static   ImageClassificationPredictionParams   parseFrom ( InputStream   input ,   ExtensionRegistryLite   extensionRegistry )  
   
  Parameters 
  
  Returns 
  
  Exceptions 
  
   
  
  
    
public   static   ImageClassificationPredictionParams   parseFrom ( ByteBuffer   data )  
   
  Parameter 
  
  Returns 
  
  Exceptions 
  
   
  
  
    
public   static   ImageClassificationPredictionParams   parseFrom ( ByteBuffer   data ,   ExtensionRegistryLite   extensionRegistry )  
   
  Parameters 
  
  Returns 
  
  Exceptions 
  
   
  
  
    
public   static   Parser<ImageClassificationPredictionParams>   parser ()  
   
  Returns 
  
  Methods
   
   
  
  
    
public   boolean   equals ( Object   obj )  
   
  Parameter 
  
  Returns 
  
  Overrides 
  
   
  
  
    
public   float   getConfidenceThreshold ()  
   
   The Model only returns predictions with at least this confidence score.
 Default value is 0.0
 float confidence_threshold = 1;
 
  Returns 
  
    
      
        Type  
        Description  
       
      
        float  
        The confidenceThreshold.
 
       
     
  
   
  
  
    
public   ImageClassificationPredictionParams   getDefaultInstanceForType ()  
   
  Returns 
  
   
  
  
    
public   int   getMaxPredictions ()  
   
   The Model only returns up to that many top, by confidence score,
 predictions per instance. If this number is very high, the Model may return
 fewer predictions. Default value is 10.
 int32 max_predictions = 2;
 
  Returns 
  
    
      
        Type  
        Description  
       
      
        int  
        The maxPredictions.
 
       
     
  
   
  
  
    
public   Parser<ImageClassificationPredictionParams>   getParserForType ()  
   
  Returns 
  
  Overrides 
  
   
  
  
    
public   int   getSerializedSize ()  
   
  Returns 
  
  Overrides 
  
   
  
  
    
public   final   UnknownFieldSet   getUnknownFields ()  
   
  Returns 
  
  Overrides 
  
   
  
  
  Returns 
  
  Overrides 
  
   
  
  
    
protected   GeneratedMessageV3 . FieldAccessorTable   internalGetFieldAccessorTable ()  
   
  Returns 
  
  Overrides 
  
   
  
  
    
public   final   boolean   isInitialized ()  
   
  Returns 
  
  Overrides 
  
   
  
  
    
public   ImageClassificationPredictionParams . Builder   newBuilderForType ()  
   
  Returns 
  
   
  
  
    
protected   ImageClassificationPredictionParams . Builder   newBuilderForType ( GeneratedMessageV3 . BuilderParent   parent )  
   
  Parameter 
  
  Returns 
  
  Overrides 
  
   
  
  
    
protected   Object   newInstance ( GeneratedMessageV3 . UnusedPrivateParameter   unused )  
   
  Parameter 
  
  Returns 
  
  Overrides 
  
   
  
  
    
public   ImageClassificationPredictionParams . Builder   toBuilder ()  
   
  Returns 
  
   
  
  
    
public   void   writeTo ( CodedOutputStream   output )  
   
  Parameter 
  
  Overrides 
  
  Exceptions 
  
 
     
    
  
  
  
     
  
 
  
    
    
      
    
     
  
       
         
  
  
    
    Send feedback
  
   
 
       
    
    
  
  
 
  Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License , and code samples are licensed under the Apache 2.0 License . For details, see the Google Developers Site Policies . Java is a registered trademark of Oracle and/or its affiliates.
  Last updated 2025-10-30 UTC.
 
 
  
  
    
    
    
      
  
  
    Need to tell us more?
  
   
 
     
  
  
    
      [[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Hard to understand","hardToUnderstand","thumb-down"],["Incorrect information or sample code","incorrectInformationOrSampleCode","thumb-down"],["Missing the information/samples I need","missingTheInformationSamplesINeed","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-10-30 UTC."],[],[]]