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 typegoogle.cloud.aiplatform.v1beta1.schema.predict.params.VideoClassificationPredictionParams
- See Also:
- Serialized Form
-
-
Nested Class Summary
Nested Classes Modifier and Type Class 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<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>,BuilderT extends com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT,BuilderT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessageOrBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.FieldAccessorTable, com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter
-
-
Field Summary
Fields Modifier and Type Field 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
-
Method Summary
All Methods Static Methods Instance Methods Concrete Methods Modifier and Type Method 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.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(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 VideoClassificationPredictionParams
parseFrom(ByteBuffer data)
static VideoClassificationPredictionParams
parseFrom(ByteBuffer data, 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, getUnknownFields, hasField, hasOneof, internalGetMapField, isStringEmpty, makeExtensionsImmutable, makeMutableCopy, 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
-
-
-
-
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 classcom.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 classcom.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 interfaceVideoClassificationPredictionParamsOrBuilder
- 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 interfaceVideoClassificationPredictionParamsOrBuilder
- 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 interfaceVideoClassificationPredictionParamsOrBuilder
- 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 interfaceVideoClassificationPredictionParamsOrBuilder
- 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 interfaceVideoClassificationPredictionParamsOrBuilder
- Returns:
- The oneSecIntervalClassification.
-
isInitialized
public final boolean isInitialized()
- Specified by:
isInitialized
in interfacecom.google.protobuf.MessageLiteOrBuilder
- Overrides:
isInitialized
in classcom.google.protobuf.GeneratedMessageV3
-
writeTo
public void writeTo(com.google.protobuf.CodedOutputStream output) throws IOException
- Specified by:
writeTo
in interfacecom.google.protobuf.MessageLite
- Overrides:
writeTo
in classcom.google.protobuf.GeneratedMessageV3
- Throws:
IOException
-
getSerializedSize
public int getSerializedSize()
- Specified by:
getSerializedSize
in interfacecom.google.protobuf.MessageLite
- Overrides:
getSerializedSize
in classcom.google.protobuf.GeneratedMessageV3
-
equals
public boolean equals(Object obj)
- Specified by:
equals
in interfacecom.google.protobuf.Message
- Overrides:
equals
in classcom.google.protobuf.AbstractMessage
-
hashCode
public int hashCode()
- Specified by:
hashCode
in interfacecom.google.protobuf.Message
- Overrides:
hashCode
in classcom.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 interfacecom.google.protobuf.Message
- Specified by:
newBuilderForType
in interfacecom.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 interfacecom.google.protobuf.Message
- Specified by:
toBuilder
in interfacecom.google.protobuf.MessageLite
-
newBuilderForType
protected VideoClassificationPredictionParams.Builder newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
- Specified by:
newBuilderForType
in classcom.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 interfacecom.google.protobuf.Message
- Specified by:
getParserForType
in interfacecom.google.protobuf.MessageLite
- Overrides:
getParserForType
in classcom.google.protobuf.GeneratedMessageV3
-
getDefaultInstanceForType
public VideoClassificationPredictionParams getDefaultInstanceForType()
- Specified by:
getDefaultInstanceForType
in interfacecom.google.protobuf.MessageLiteOrBuilder
- Specified by:
getDefaultInstanceForType
in interfacecom.google.protobuf.MessageOrBuilder
-
-