Package com.google.cloud.aiplatform.v1.schema.predict.params

Class VideoClassificationPredictionParams

java.lang.Object
com.google.protobuf.AbstractMessageLite
com.google.protobuf.AbstractMessage
com.google.protobuf.GeneratedMessage
com.google.cloud.aiplatform.v1.schema.predict.params.VideoClassificationPredictionParams
All Implemented Interfaces:
VideoClassificationPredictionParamsOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable
@Generated public final class VideoClassificationPredictionParams extends com.google.protobuf.GeneratedMessage implements VideoClassificationPredictionParamsOrBuilder
 Prediction model parameters for Video Classification.
Protobuf type google.cloud.aiplatform.v1.schema.predict.params.VideoClassificationPredictionParams
See Also:

  • Field Details

    • CONFIDENCE_THRESHOLD_FIELD_NUMBER

      public static final int CONFIDENCE_THRESHOLD_FIELD_NUMBER
      See Also:

    • MAX_PREDICTIONS_FIELD_NUMBER

      public static final int MAX_PREDICTIONS_FIELD_NUMBER
      See Also:

    • SEGMENT_CLASSIFICATION_FIELD_NUMBER

      public static final int SEGMENT_CLASSIFICATION_FIELD_NUMBER
      See Also:

    • SHOT_CLASSIFICATION_FIELD_NUMBER

      public static final int SHOT_CLASSIFICATION_FIELD_NUMBER
      See Also:

    • ONE_SEC_INTERVAL_CLASSIFICATION_FIELD_NUMBER

      public static final int ONE_SEC_INTERVAL_CLASSIFICATION_FIELD_NUMBER
      See Also:

  • Method Details

    • getDescriptor

      public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()

    • internalGetFieldAccessorTable

      protected com.google.protobuf.GeneratedMessage.FieldAccessorTable internalGetFieldAccessorTable()
      Specified by:
      internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessage

    • getConfidenceThreshold

      public float getConfidenceThreshold()
       The Model only returns predictions with at least this confidence score.
 Default value is 0.0
      float confidence_threshold = 1;
      Specified by:
      getConfidenceThreshold in interface VideoClassificationPredictionParamsOrBuilder
      Returns:
      The confidenceThreshold.

    • getMaxPredictions

      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 10,000.
      int32 max_predictions = 2;
      Specified by:
      getMaxPredictions in interface VideoClassificationPredictionParamsOrBuilder
      Returns:
      The maxPredictions.

    • getSegmentClassification

      public boolean getSegmentClassification()
       Set to true to request segment-level classification. Vertex AI returns
 labels and their confidence scores for the entire time segment of the
 video that user specified in the input instance.
 Default value is true
      bool segment_classification = 3;
      Specified by:
      getSegmentClassification in interface VideoClassificationPredictionParamsOrBuilder
      Returns:
      The segmentClassification.

    • getShotClassification

      public boolean getShotClassification()
       Set to true to request shot-level classification. Vertex AI determines
 the boundaries for each camera shot in the entire time segment of the
 video that user specified in the input instance. Vertex AI then
 returns labels and their confidence scores for each detected shot, along
 with the start and end time of the shot.
 WARNING: Model evaluation is not done for this classification type,
 the quality of it depends on the training data, but there are no metrics
 provided to describe that quality.
 Default value is false
      bool shot_classification = 4;
      Specified by:
      getShotClassification in interface VideoClassificationPredictionParamsOrBuilder
      Returns:
      The shotClassification.

    • getOneSecIntervalClassification

      public boolean getOneSecIntervalClassification()
       Set to true to request classification for a video at one-second intervals.
 Vertex AI returns labels and their confidence scores for each second of
 the entire time segment of the video that user specified in the input
 WARNING: Model evaluation is not done for this classification type, the
 quality of it depends on the training data, but there are no metrics
 provided to describe that quality. Default value is false
      bool one_sec_interval_classification = 5;
      Specified by:
      getOneSecIntervalClassification in interface VideoClassificationPredictionParamsOrBuilder
      Returns:
      The oneSecIntervalClassification.

    • isInitialized

      public final boolean isInitialized()
      Specified by:
      isInitialized in interface com.google.protobuf.MessageLiteOrBuilder
      Overrides:
      isInitialized in class com.google.protobuf.GeneratedMessage

    • writeTo

      public void writeTo(com.google.protobuf.CodedOutputStream output) throws IOException
      Specified by:
      writeTo in interface com.google.protobuf.MessageLite
      Overrides:
      writeTo in class com.google.protobuf.GeneratedMessage
      Throws:
      IOException

    • getSerializedSize

      public int getSerializedSize()
      Specified by:
      getSerializedSize in interface com.google.protobuf.MessageLite
      Overrides:
      getSerializedSize in class com.google.protobuf.GeneratedMessage

    • equals

      public boolean equals(Object obj)
      Specified by:
      equals in interface com.google.protobuf.Message
      Overrides:
      equals in class com.google.protobuf.AbstractMessage

    • hashCode

      public int hashCode()
      Specified by:
      hashCode in interface com.google.protobuf.Message
      Overrides:
      hashCode in class com.google.protobuf.AbstractMessage

    • parseFrom

      public static VideoClassificationPredictionParams parseFrom(ByteBuffer data) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static VideoClassificationPredictionParams parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static VideoClassificationPredictionParams parseFrom(com.google.protobuf.ByteString data) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static VideoClassificationPredictionParams parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static VideoClassificationPredictionParams parseFrom(byte[] data) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static VideoClassificationPredictionParams parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

      public static VideoClassificationPredictionParams parseFrom(InputStream input) throws IOException
      Throws:
      IOException

    • parseFrom

      public static VideoClassificationPredictionParams parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
      Throws:
      IOException

    • parseDelimitedFrom

      public static VideoClassificationPredictionParams parseDelimitedFrom(InputStream input) throws IOException
      Throws:
      IOException

    • parseDelimitedFrom

      public static VideoClassificationPredictionParams parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
      Throws:
      IOException

    • parseFrom

      public static VideoClassificationPredictionParams parseFrom(com.google.protobuf.CodedInputStream input) throws IOException
      Throws:
      IOException

    • parseFrom

      public static VideoClassificationPredictionParams parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry) throws IOException
      Throws:
      IOException

    • newBuilderForType

      public VideoClassificationPredictionParams.Builder newBuilderForType()
      Specified by:
      newBuilderForType in interface com.google.protobuf.Message
      Specified by:
      newBuilderForType in interface com.google.protobuf.MessageLite

    • newBuilder

      public static VideoClassificationPredictionParams.Builder newBuilder()

    • newBuilder

      public static VideoClassificationPredictionParams.Builder newBuilder(VideoClassificationPredictionParams prototype)

    • toBuilder

      public VideoClassificationPredictionParams.Builder toBuilder()
      Specified by:
      toBuilder in interface com.google.protobuf.Message
      Specified by:
      toBuilder in interface com.google.protobuf.MessageLite

    • newBuilderForType

      protected VideoClassificationPredictionParams.Builder newBuilderForType(com.google.protobuf.AbstractMessage.BuilderParent parent)
      Overrides:
      newBuilderForType in class com.google.protobuf.AbstractMessage

    • getDefaultInstance

      public static VideoClassificationPredictionParams getDefaultInstance()

    • parser

      public static com.google.protobuf.Parser<VideoClassificationPredictionParams> parser()

    • getParserForType

      public com.google.protobuf.Parser<VideoClassificationPredictionParams> getParserForType()
      Specified by:
      getParserForType in interface com.google.protobuf.Message
      Specified by:
      getParserForType in interface com.google.protobuf.MessageLite
      Overrides:
      getParserForType in class com.google.protobuf.GeneratedMessage

    • getDefaultInstanceForType

      public VideoClassificationPredictionParams getDefaultInstanceForType()
      Specified by:
      getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder
      Specified by:
      getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder