Package com.google.cloud.aiplatform.v1beta1.schema.predict.params

Class VideoClassificationPredictionParams

    • Field Detail

      • CONFIDENCE_THRESHOLD_FIELD_NUMBER

        public static final int CONFIDENCE_THRESHOLD_FIELD_NUMBER
        See Also:
        Constant Field Values

      • MAX_PREDICTIONS_FIELD_NUMBER

        public static final int MAX_PREDICTIONS_FIELD_NUMBER
        See Also:
        Constant Field Values

      • SEGMENT_CLASSIFICATION_FIELD_NUMBER

        public static final int SEGMENT_CLASSIFICATION_FIELD_NUMBER
        See Also:
        Constant Field Values

      • SHOT_CLASSIFICATION_FIELD_NUMBER

        public static final int SHOT_CLASSIFICATION_FIELD_NUMBER
        See Also:
        Constant Field Values

      • ONE_SEC_INTERVAL_CLASSIFICATION_FIELD_NUMBER

        public static final int ONE_SEC_INTERVAL_CLASSIFICATION_FIELD_NUMBER
        See Also:
        Constant Field Values

    • Method Detail

      • newInstance

        protected Object newInstance​(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
        Overrides:
        newInstance in class com.google.protobuf.GeneratedMessageV3

      • getDescriptor

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

      • internalGetFieldAccessorTable

        protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
        Specified by:
        internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessageV3

      • 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.GeneratedMessageV3

      • 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.GeneratedMessageV3
        Throws:
        IOException

      • getSerializedSize

        public int getSerializedSize()
        Specified by:
        getSerializedSize in interface com.google.protobuf.MessageLite
        Overrides:
        getSerializedSize in class com.google.protobuf.GeneratedMessageV3

      • 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,
                                                            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

      • newBuilderForType

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

      • newBuilderForType

        protected VideoClassificationPredictionParams.Builder newBuilderForType​(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
        Specified by:
        newBuilderForType in class com.google.protobuf.GeneratedMessageV3

      • 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.GeneratedMessageV3

      • getDefaultInstanceForType

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