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public final class ImageObjectDetectionPredictionParams extends GeneratedMessageV3 implements ImageObjectDetectionPredictionParamsOrBuilder
Prediction model parameters for Image Object Detection.
Protobuf type
google.cloud.aiplatform.v1.schema.predict.params.ImageObjectDetectionPredictionParams
Inheritance
Object > AbstractMessageLite<MessageType,BuilderType> > AbstractMessage > GeneratedMessageV3 > ImageObjectDetectionPredictionParamsStatic Fields
CONFIDENCE_THRESHOLD_FIELD_NUMBER
public static final int CONFIDENCE_THRESHOLD_FIELD_NUMBER
Field Value | |
---|---|
Type | Description |
int |
MAX_PREDICTIONS_FIELD_NUMBER
public static final int MAX_PREDICTIONS_FIELD_NUMBER
Field Value | |
---|---|
Type | Description |
int |
Static Methods
getDefaultInstance()
public static ImageObjectDetectionPredictionParams getDefaultInstance()
Returns | |
---|---|
Type | Description |
ImageObjectDetectionPredictionParams |
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()
Returns | |
---|---|
Type | Description |
Descriptor |
newBuilder()
public static ImageObjectDetectionPredictionParams.Builder newBuilder()
Returns | |
---|---|
Type | Description |
ImageObjectDetectionPredictionParams.Builder |
newBuilder(ImageObjectDetectionPredictionParams prototype)
public static ImageObjectDetectionPredictionParams.Builder newBuilder(ImageObjectDetectionPredictionParams prototype)
Parameter | |
---|---|
Name | Description |
prototype | ImageObjectDetectionPredictionParams |
Returns | |
---|---|
Type | Description |
ImageObjectDetectionPredictionParams.Builder |
parseDelimitedFrom(InputStream input)
public static ImageObjectDetectionPredictionParams parseDelimitedFrom(InputStream input)
Parameter | |
---|---|
Name | Description |
input | InputStream |
Returns | |
---|---|
Type | Description |
ImageObjectDetectionPredictionParams |
Exceptions | |
---|---|
Type | Description |
IOException |
parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static ImageObjectDetectionPredictionParams parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
input | InputStream |
extensionRegistry | ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ImageObjectDetectionPredictionParams |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(byte[] data)
public static ImageObjectDetectionPredictionParams parseFrom(byte[] data)
Parameter | |
---|---|
Name | Description |
data | byte[] |
Returns | |
---|---|
Type | Description |
ImageObjectDetectionPredictionParams |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
public static ImageObjectDetectionPredictionParams parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
data | byte[] |
extensionRegistry | ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ImageObjectDetectionPredictionParams |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(ByteString data)
public static ImageObjectDetectionPredictionParams parseFrom(ByteString data)
Parameter | |
---|---|
Name | Description |
data | ByteString |
Returns | |
---|---|
Type | Description |
ImageObjectDetectionPredictionParams |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
public static ImageObjectDetectionPredictionParams parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
data | ByteString |
extensionRegistry | ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ImageObjectDetectionPredictionParams |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(CodedInputStream input)
public static ImageObjectDetectionPredictionParams parseFrom(CodedInputStream input)
Parameter | |
---|---|
Name | Description |
input | CodedInputStream |
Returns | |
---|---|
Type | Description |
ImageObjectDetectionPredictionParams |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public static ImageObjectDetectionPredictionParams parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
input | CodedInputStream |
extensionRegistry | ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ImageObjectDetectionPredictionParams |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(InputStream input)
public static ImageObjectDetectionPredictionParams parseFrom(InputStream input)
Parameter | |
---|---|
Name | Description |
input | InputStream |
Returns | |
---|---|
Type | Description |
ImageObjectDetectionPredictionParams |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static ImageObjectDetectionPredictionParams parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
input | InputStream |
extensionRegistry | ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ImageObjectDetectionPredictionParams |
Exceptions | |
---|---|
Type | Description |
IOException |
parseFrom(ByteBuffer data)
public static ImageObjectDetectionPredictionParams parseFrom(ByteBuffer data)
Parameter | |
---|---|
Name | Description |
data | ByteBuffer |
Returns | |
---|---|
Type | Description |
ImageObjectDetectionPredictionParams |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
public static ImageObjectDetectionPredictionParams parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
Parameters | |
---|---|
Name | Description |
data | ByteBuffer |
extensionRegistry | ExtensionRegistryLite |
Returns | |
---|---|
Type | Description |
ImageObjectDetectionPredictionParams |
Exceptions | |
---|---|
Type | Description |
InvalidProtocolBufferException |
parser()
public static Parser<ImageObjectDetectionPredictionParams> parser()
Returns | |
---|---|
Type | Description |
Parser<ImageObjectDetectionPredictionParams> |
Methods
equals(Object obj)
public boolean equals(Object obj)
Parameter | |
---|---|
Name | Description |
obj | Object |
Returns | |
---|---|
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;
Returns | |
---|---|
Type | Description |
float | The confidenceThreshold. |
getDefaultInstanceForType()
public ImageObjectDetectionPredictionParams getDefaultInstanceForType()
Returns | |
---|---|
Type | Description |
ImageObjectDetectionPredictionParams |
getMaxPredictions()
public int getMaxPredictions()
The Model only returns up to that many top, by confidence score, predictions per instance. Note that number of returned predictions is also limited by metadata's predictionsLimit. Default value is 10.
int32 max_predictions = 2;
Returns | |
---|---|
Type | Description |
int | The maxPredictions. |
getParserForType()
public Parser<ImageObjectDetectionPredictionParams> getParserForType()
Returns | |
---|---|
Type | Description |
Parser<ImageObjectDetectionPredictionParams> |
getSerializedSize()
public int getSerializedSize()
Returns | |
---|---|
Type | Description |
int |
hashCode()
public int hashCode()
Returns | |
---|---|
Type | Description |
int |
internalGetFieldAccessorTable()
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Returns | |
---|---|
Type | Description |
FieldAccessorTable |
isInitialized()
public final boolean isInitialized()
Returns | |
---|---|
Type | Description |
boolean |
newBuilderForType()
public ImageObjectDetectionPredictionParams.Builder newBuilderForType()
Returns | |
---|---|
Type | Description |
ImageObjectDetectionPredictionParams.Builder |
newBuilderForType(GeneratedMessageV3.BuilderParent parent)
protected ImageObjectDetectionPredictionParams.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
Parameter | |
---|---|
Name | Description |
parent | BuilderParent |
Returns | |
---|---|
Type | Description |
ImageObjectDetectionPredictionParams.Builder |
newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
Parameter | |
---|---|
Name | Description |
unused | UnusedPrivateParameter |
Returns | |
---|---|
Type | Description |
Object |
toBuilder()
public ImageObjectDetectionPredictionParams.Builder toBuilder()
Returns | |
---|---|
Type | Description |
ImageObjectDetectionPredictionParams.Builder |
writeTo(CodedOutputStream output)
public void writeTo(CodedOutputStream output)
Parameter | |
---|---|
Name | Description |
output | CodedOutputStream |
Exceptions | |
---|---|
Type | Description |
IOException |