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public final class VideoClassificationPredictionParams extends GeneratedMessageV3 implements VideoClassificationPredictionParamsOrBuilderPrediction model parameters for Video Classification.
Protobuf type
google.cloud.aiplatform.v1beta1.schema.predict.params.VideoClassificationPredictionParams
Inheritance
Object > AbstractMessageLite<MessageType,BuilderType> > AbstractMessage > GeneratedMessageV3 > VideoClassificationPredictionParamsImplements
VideoClassificationPredictionParamsOrBuilderFields
CONFIDENCE_THRESHOLD_FIELD_NUMBER
public static final int CONFIDENCE_THRESHOLD_FIELD_NUMBER| Type | Description |
| int |
MAX_PREDICTIONS_FIELD_NUMBER
public static final int MAX_PREDICTIONS_FIELD_NUMBER| Type | Description |
| int |
ONE_SEC_INTERVAL_CLASSIFICATION_FIELD_NUMBER
public static final int ONE_SEC_INTERVAL_CLASSIFICATION_FIELD_NUMBER| Type | Description |
| int |
SEGMENT_CLASSIFICATION_FIELD_NUMBER
public static final int SEGMENT_CLASSIFICATION_FIELD_NUMBER| Type | Description |
| int |
SHOT_CLASSIFICATION_FIELD_NUMBER
public static final int SHOT_CLASSIFICATION_FIELD_NUMBER| Type | Description |
| int |
Methods
equals(Object obj)
public boolean equals(Object obj)| Name | Description |
| obj | Object |
| Type | Description |
| boolean |
getConfidenceThreshold()
public float getConfidenceThreshold()The Model only returns predictions with at least this confidence score. Default value is 0.0
float confidence_threshold = 1;
| Type | Description |
| float | The confidenceThreshold. |
getDefaultInstance()
public static VideoClassificationPredictionParams getDefaultInstance()| Type | Description |
| VideoClassificationPredictionParams |
getDefaultInstanceForType()
public VideoClassificationPredictionParams getDefaultInstanceForType()| Type | Description |
| VideoClassificationPredictionParams |
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()| Type | Description |
| Descriptor |
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;
| Type | Description |
| 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;
| Type | Description |
| boolean | The oneSecIntervalClassification. |
getParserForType()
public Parser<VideoClassificationPredictionParams> getParserForType()| Type | Description |
| Parser<VideoClassificationPredictionParams> |
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;
| Type | Description |
| boolean | The segmentClassification. |
getSerializedSize()
public int getSerializedSize()| Type | Description |
| int |
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;
| Type | Description |
| boolean | The shotClassification. |
getUnknownFields()
public final UnknownFieldSet getUnknownFields()| Type | Description |
| UnknownFieldSet |
hashCode()
public int hashCode()| Type | Description |
| int |
internalGetFieldAccessorTable()
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()| Type | Description |
| FieldAccessorTable |
isInitialized()
public final boolean isInitialized()| Type | Description |
| boolean |
newBuilder()
public static VideoClassificationPredictionParams.Builder newBuilder()| Type | Description |
| VideoClassificationPredictionParams.Builder |
newBuilder(VideoClassificationPredictionParams prototype)
public static VideoClassificationPredictionParams.Builder newBuilder(VideoClassificationPredictionParams prototype)| Name | Description |
| prototype | VideoClassificationPredictionParams |
| Type | Description |
| VideoClassificationPredictionParams.Builder |
newBuilderForType()
public VideoClassificationPredictionParams.Builder newBuilderForType()| Type | Description |
| VideoClassificationPredictionParams.Builder |
newBuilderForType(GeneratedMessageV3.BuilderParent parent)
protected VideoClassificationPredictionParams.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)| Name | Description |
| parent | BuilderParent |
| Type | Description |
| VideoClassificationPredictionParams.Builder |
newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)| Name | Description |
| unused | UnusedPrivateParameter |
| Type | Description |
| Object |
parseDelimitedFrom(InputStream input)
public static VideoClassificationPredictionParams parseDelimitedFrom(InputStream input)| Name | Description |
| input | InputStream |
| Type | Description |
| VideoClassificationPredictionParams |
| Type | Description |
| IOException |
parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static VideoClassificationPredictionParams parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)| Name | Description |
| input | InputStream |
| extensionRegistry | ExtensionRegistryLite |
| Type | Description |
| VideoClassificationPredictionParams |
| Type | Description |
| IOException |
parseFrom(byte[] data)
public static VideoClassificationPredictionParams parseFrom(byte[] data)| Name | Description |
| data | byte[] |
| Type | Description |
| VideoClassificationPredictionParams |
| Type | Description |
| InvalidProtocolBufferException |
parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
public static VideoClassificationPredictionParams parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)| Name | Description |
| data | byte[] |
| extensionRegistry | ExtensionRegistryLite |
| Type | Description |
| VideoClassificationPredictionParams |
| Type | Description |
| InvalidProtocolBufferException |
parseFrom(ByteString data)
public static VideoClassificationPredictionParams parseFrom(ByteString data)| Name | Description |
| data | ByteString |
| Type | Description |
| VideoClassificationPredictionParams |
| Type | Description |
| InvalidProtocolBufferException |
parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
public static VideoClassificationPredictionParams parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)| Name | Description |
| data | ByteString |
| extensionRegistry | ExtensionRegistryLite |
| Type | Description |
| VideoClassificationPredictionParams |
| Type | Description |
| InvalidProtocolBufferException |
parseFrom(CodedInputStream input)
public static VideoClassificationPredictionParams parseFrom(CodedInputStream input)| Name | Description |
| input | CodedInputStream |
| Type | Description |
| VideoClassificationPredictionParams |
| Type | Description |
| IOException |
parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public static VideoClassificationPredictionParams parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)| Name | Description |
| input | CodedInputStream |
| extensionRegistry | ExtensionRegistryLite |
| Type | Description |
| VideoClassificationPredictionParams |
| Type | Description |
| IOException |
parseFrom(InputStream input)
public static VideoClassificationPredictionParams parseFrom(InputStream input)| Name | Description |
| input | InputStream |
| Type | Description |
| VideoClassificationPredictionParams |
| Type | Description |
| IOException |
parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static VideoClassificationPredictionParams parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)| Name | Description |
| input | InputStream |
| extensionRegistry | ExtensionRegistryLite |
| Type | Description |
| VideoClassificationPredictionParams |
| Type | Description |
| IOException |
parseFrom(ByteBuffer data)
public static VideoClassificationPredictionParams parseFrom(ByteBuffer data)| Name | Description |
| data | ByteBuffer |
| Type | Description |
| VideoClassificationPredictionParams |
| Type | Description |
| InvalidProtocolBufferException |
parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
public static VideoClassificationPredictionParams parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)| Name | Description |
| data | ByteBuffer |
| extensionRegistry | ExtensionRegistryLite |
| Type | Description |
| VideoClassificationPredictionParams |
| Type | Description |
| InvalidProtocolBufferException |
parser()
public static Parser<VideoClassificationPredictionParams> parser()| Type | Description |
| Parser<VideoClassificationPredictionParams> |
toBuilder()
public VideoClassificationPredictionParams.Builder toBuilder()| Type | Description |
| VideoClassificationPredictionParams.Builder |
writeTo(CodedOutputStream output)
public void writeTo(CodedOutputStream output)| Name | Description |
| output | CodedOutputStream |
| Type | Description |
| IOException |