Class VideoClassificationPredictionParams (3.5.0)

public final class VideoClassificationPredictionParams extends GeneratedMessageV3 implements VideoClassificationPredictionParamsOrBuilder

Prediction model parameters for Video Classification.

Protobuf type google.cloud.aiplatform.v1.schema.predict.params.VideoClassificationPredictionParams

Inheritance

Object > AbstractMessageLite<MessageType,BuilderType> > AbstractMessage > GeneratedMessageV3 > VideoClassificationPredictionParams

Static Fields

CONFIDENCE_THRESHOLD_FIELD_NUMBER

public static final int CONFIDENCE_THRESHOLD_FIELD_NUMBER
Field Value
TypeDescription
int

MAX_PREDICTIONS_FIELD_NUMBER

public static final int MAX_PREDICTIONS_FIELD_NUMBER
Field Value
TypeDescription
int

ONE_SEC_INTERVAL_CLASSIFICATION_FIELD_NUMBER

public static final int ONE_SEC_INTERVAL_CLASSIFICATION_FIELD_NUMBER
Field Value
TypeDescription
int

SEGMENT_CLASSIFICATION_FIELD_NUMBER

public static final int SEGMENT_CLASSIFICATION_FIELD_NUMBER
Field Value
TypeDescription
int

SHOT_CLASSIFICATION_FIELD_NUMBER

public static final int SHOT_CLASSIFICATION_FIELD_NUMBER
Field Value
TypeDescription
int

Static Methods

getDefaultInstance()

public static VideoClassificationPredictionParams getDefaultInstance()
Returns
TypeDescription
VideoClassificationPredictionParams

getDescriptor()

public static final Descriptors.Descriptor getDescriptor()
Returns
TypeDescription
Descriptor

newBuilder()

public static VideoClassificationPredictionParams.Builder newBuilder()
Returns
TypeDescription
VideoClassificationPredictionParams.Builder

newBuilder(VideoClassificationPredictionParams prototype)

public static VideoClassificationPredictionParams.Builder newBuilder(VideoClassificationPredictionParams prototype)
Parameter
NameDescription
prototypeVideoClassificationPredictionParams
Returns
TypeDescription
VideoClassificationPredictionParams.Builder

parseDelimitedFrom(InputStream input)

public static VideoClassificationPredictionParams parseDelimitedFrom(InputStream input)
Parameter
NameDescription
inputInputStream
Returns
TypeDescription
VideoClassificationPredictionParams
Exceptions
TypeDescription
IOException

parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static VideoClassificationPredictionParams parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
inputInputStream
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
VideoClassificationPredictionParams
Exceptions
TypeDescription
IOException

parseFrom(byte[] data)

public static VideoClassificationPredictionParams parseFrom(byte[] data)
Parameter
NameDescription
databyte[]
Returns
TypeDescription
VideoClassificationPredictionParams
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

public static VideoClassificationPredictionParams parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
databyte[]
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
VideoClassificationPredictionParams
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(ByteString data)

public static VideoClassificationPredictionParams parseFrom(ByteString data)
Parameter
NameDescription
dataByteString
Returns
TypeDescription
VideoClassificationPredictionParams
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

public static VideoClassificationPredictionParams parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
dataByteString
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
VideoClassificationPredictionParams
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(CodedInputStream input)

public static VideoClassificationPredictionParams parseFrom(CodedInputStream input)
Parameter
NameDescription
inputCodedInputStream
Returns
TypeDescription
VideoClassificationPredictionParams
Exceptions
TypeDescription
IOException

parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

public static VideoClassificationPredictionParams parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
inputCodedInputStream
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
VideoClassificationPredictionParams
Exceptions
TypeDescription
IOException

parseFrom(InputStream input)

public static VideoClassificationPredictionParams parseFrom(InputStream input)
Parameter
NameDescription
inputInputStream
Returns
TypeDescription
VideoClassificationPredictionParams
Exceptions
TypeDescription
IOException

parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

public static VideoClassificationPredictionParams parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
inputInputStream
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
VideoClassificationPredictionParams
Exceptions
TypeDescription
IOException

parseFrom(ByteBuffer data)

public static VideoClassificationPredictionParams parseFrom(ByteBuffer data)
Parameter
NameDescription
dataByteBuffer
Returns
TypeDescription
VideoClassificationPredictionParams
Exceptions
TypeDescription
InvalidProtocolBufferException

parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

public static VideoClassificationPredictionParams parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
Parameters
NameDescription
dataByteBuffer
extensionRegistryExtensionRegistryLite
Returns
TypeDescription
VideoClassificationPredictionParams
Exceptions
TypeDescription
InvalidProtocolBufferException

parser()

public static Parser<VideoClassificationPredictionParams> parser()
Returns
TypeDescription
Parser<VideoClassificationPredictionParams>

Methods

equals(Object obj)

public boolean equals(Object obj)
Parameter
NameDescription
objObject
Returns
TypeDescription
boolean
Overrides

getConfidenceThreshold()

public float getConfidenceThreshold()

The Model only returns predictions with at least this confidence score. Default value is 0.0

float confidence_threshold = 1;

Returns
TypeDescription
float

The confidenceThreshold.

getDefaultInstanceForType()

public VideoClassificationPredictionParams getDefaultInstanceForType()
Returns
TypeDescription
VideoClassificationPredictionParams

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;

Returns
TypeDescription
int

The maxPredictions.

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;

Returns
TypeDescription
boolean

The oneSecIntervalClassification.

getParserForType()

public Parser<VideoClassificationPredictionParams> getParserForType()
Returns
TypeDescription
Parser<VideoClassificationPredictionParams>
Overrides

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;

Returns
TypeDescription
boolean

The segmentClassification.

getSerializedSize()

public int getSerializedSize()
Returns
TypeDescription
int
Overrides

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;

Returns
TypeDescription
boolean

The shotClassification.

getUnknownFields()

public final UnknownFieldSet getUnknownFields()
Returns
TypeDescription
UnknownFieldSet
Overrides

hashCode()

public int hashCode()
Returns
TypeDescription
int
Overrides

internalGetFieldAccessorTable()

protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Returns
TypeDescription
FieldAccessorTable
Overrides

isInitialized()

public final boolean isInitialized()
Returns
TypeDescription
boolean
Overrides

newBuilderForType()

public VideoClassificationPredictionParams.Builder newBuilderForType()
Returns
TypeDescription
VideoClassificationPredictionParams.Builder

newBuilderForType(GeneratedMessageV3.BuilderParent parent)

protected VideoClassificationPredictionParams.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
Parameter
NameDescription
parentBuilderParent
Returns
TypeDescription
VideoClassificationPredictionParams.Builder
Overrides

newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
Parameter
NameDescription
unusedUnusedPrivateParameter
Returns
TypeDescription
Object
Overrides

toBuilder()

public VideoClassificationPredictionParams.Builder toBuilder()
Returns
TypeDescription
VideoClassificationPredictionParams.Builder

writeTo(CodedOutputStream output)

public void writeTo(CodedOutputStream output)
Parameter
NameDescription
outputCodedOutputStream
Overrides Exceptions
TypeDescription
IOException