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

Class VideoClassificationPredictionParams

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

com.google.cloud.aiplatform.v1beta1.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

public final class VideoClassificationPredictionParams
extends com.google.protobuf.GeneratedMessageV3
implements VideoClassificationPredictionParamsOrBuilder

 Prediction model parameters for Video Classification.
 

Protobuf type google.cloud.aiplatform.v1beta1.schema.predict.params.VideoClassificationPredictionParams

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	VideoClassificationPredictionParams.Builder Prediction model parameters for Video Classification.

Nested classes/interfaces inherited from class com.google.protobuf.GeneratedMessageV3

com.google.protobuf.GeneratedMessageV3.BuilderParent, com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageType extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage,BuilderType extends com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageType,BuilderType>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageType extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage>, com.google.protobuf.GeneratedMessageV3.ExtendableMessageOrBuilder<MessageType extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage>, com.google.protobuf.GeneratedMessageV3.FieldAccessorTable, com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter

Nested classes/interfaces inherited from class com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessageLite.InternalOneOfEnum

Field Summary

Fields

Modifier and Type	Field and Description
static int	CONFIDENCE_THRESHOLD_FIELD_NUMBER
static int	MAX_PREDICTIONS_FIELD_NUMBER
static int	ONE_SEC_INTERVAL_CLASSIFICATION_FIELD_NUMBER
static int	SEGMENT_CLASSIFICATION_FIELD_NUMBER
static int	SHOT_CLASSIFICATION_FIELD_NUMBER

Fields inherited from class com.google.protobuf.GeneratedMessageV3

alwaysUseFieldBuilders, unknownFields

Fields inherited from class com.google.protobuf.AbstractMessage

memoizedSize

Fields inherited from class com.google.protobuf.AbstractMessageLite

memoizedHashCode

Method Summary

Modifier and Type	Method and Description
boolean	equals(Object obj)
float	getConfidenceThreshold() The Model only returns predictions with at least this confidence score.
static VideoClassificationPredictionParams	getDefaultInstance()
VideoClassificationPredictionParams	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
int	getMaxPredictions() The Model only returns up to that many top, by confidence score, predictions per instance.
boolean	getOneSecIntervalClassification() Set to true to request classification for a video at one-second intervals.
com.google.protobuf.Parser<VideoClassificationPredictionParams>	getParserForType()
boolean	getSegmentClassification() Set to true to request segment-level classification.
int	getSerializedSize()
boolean	getShotClassification() Set to true to request shot-level classification.
com.google.protobuf.UnknownFieldSet	getUnknownFields()
int	hashCode()
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static VideoClassificationPredictionParams.Builder	newBuilder()
static VideoClassificationPredictionParams.Builder	newBuilder(VideoClassificationPredictionParams prototype)
VideoClassificationPredictionParams.Builder	newBuilderForType()
protected VideoClassificationPredictionParams.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static VideoClassificationPredictionParams	parseDelimitedFrom(InputStream input)
static VideoClassificationPredictionParams	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static VideoClassificationPredictionParams	parseFrom(byte[] data)
static VideoClassificationPredictionParams	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static VideoClassificationPredictionParams	parseFrom(ByteBuffer data)
static VideoClassificationPredictionParams	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static VideoClassificationPredictionParams	parseFrom(com.google.protobuf.ByteString data)
static VideoClassificationPredictionParams	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static VideoClassificationPredictionParams	parseFrom(com.google.protobuf.CodedInputStream input)
static VideoClassificationPredictionParams	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static VideoClassificationPredictionParams	parseFrom(InputStream input)
static VideoClassificationPredictionParams	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<VideoClassificationPredictionParams>	parser()
VideoClassificationPredictionParams.Builder	toBuilder()
void	writeTo(com.google.protobuf.CodedOutputStream output)

Methods inherited from class com.google.protobuf.GeneratedMessageV3

canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, hasField, hasOneof, internalGetMapField, isStringEmpty, makeExtensionsImmutable, mergeFromAndMakeImmutableInternal, mutableCopy, mutableCopy, mutableCopy, mutableCopy, mutableCopy, newBooleanList, newBuilderForType, newDoubleList, newFloatList, newIntList, newLongList, parseDelimitedWithIOException, parseDelimitedWithIOException, parseUnknownField, parseUnknownFieldProto3, parseWithIOException, parseWithIOException, parseWithIOException, parseWithIOException, serializeBooleanMapTo, serializeIntegerMapTo, serializeLongMapTo, serializeStringMapTo, writeReplace, writeString, writeStringNoTag

Methods inherited from class com.google.protobuf.AbstractMessage

findInitializationErrors, getInitializationErrorString, hashBoolean, hashEnum, hashEnumList, hashFields, hashLong, toString

Methods inherited from class com.google.protobuf.AbstractMessageLite

addAll, addAll, checkByteStringIsUtf8, toByteArray, toByteString, writeDelimitedTo, writeTo

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface com.google.protobuf.MessageOrBuilder

findInitializationErrors, getAllFields, getDescriptorForType, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, hasField, hasOneof

Methods inherited from interface com.google.protobuf.MessageLite

toByteArray, toByteString, writeDelimitedTo, writeTo

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

getUnknownFields

public final com.google.protobuf.UnknownFieldSet getUnknownFields()

Specified by:

getUnknownFields in interface com.google.protobuf.MessageOrBuilder

Overrides:

getUnknownFields 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

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.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)
                                                     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.GeneratedMessageV3.BuilderParent parent)

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

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.GeneratedMessageV3

getDefaultInstanceForType

public VideoClassificationPredictionParams getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder