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public final class ImageClassificationPredictionParams extends GeneratedMessageV3 implements ImageClassificationPredictionParamsOrBuilderPrediction model parameters for Image Classification.
Protobuf type
google.cloud.aiplatform.v1beta1.schema.predict.params.ImageClassificationPredictionParams
Inheritance
Object > AbstractMessageLite<MessageType,BuilderType> > AbstractMessage > GeneratedMessageV3 > ImageClassificationPredictionParamsImplements
ImageClassificationPredictionParamsOrBuilderStatic 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 ImageClassificationPredictionParams getDefaultInstance()| Returns | |
|---|---|
| Type | Description |
ImageClassificationPredictionParams |
|
getDescriptor()
public static final Descriptors.Descriptor getDescriptor()| Returns | |
|---|---|
| Type | Description |
Descriptor |
|
newBuilder()
public static ImageClassificationPredictionParams.Builder newBuilder()| Returns | |
|---|---|
| Type | Description |
ImageClassificationPredictionParams.Builder |
|
newBuilder(ImageClassificationPredictionParams prototype)
public static ImageClassificationPredictionParams.Builder newBuilder(ImageClassificationPredictionParams prototype)| Parameter | |
|---|---|
| Name | Description |
prototype |
ImageClassificationPredictionParams |
| Returns | |
|---|---|
| Type | Description |
ImageClassificationPredictionParams.Builder |
|
parseDelimitedFrom(InputStream input)
public static ImageClassificationPredictionParams parseDelimitedFrom(InputStream input)| Parameter | |
|---|---|
| Name | Description |
input |
InputStream |
| Returns | |
|---|---|
| Type | Description |
ImageClassificationPredictionParams |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static ImageClassificationPredictionParams parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
input |
InputStream |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
ImageClassificationPredictionParams |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseFrom(byte[] data)
public static ImageClassificationPredictionParams parseFrom(byte[] data)| Parameter | |
|---|---|
| Name | Description |
data |
byte[] |
| Returns | |
|---|---|
| Type | Description |
ImageClassificationPredictionParams |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
public static ImageClassificationPredictionParams parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
data |
byte[] |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
ImageClassificationPredictionParams |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parseFrom(ByteString data)
public static ImageClassificationPredictionParams parseFrom(ByteString data)| Parameter | |
|---|---|
| Name | Description |
data |
ByteString |
| Returns | |
|---|---|
| Type | Description |
ImageClassificationPredictionParams |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
public static ImageClassificationPredictionParams parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
data |
ByteString |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
ImageClassificationPredictionParams |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parseFrom(CodedInputStream input)
public static ImageClassificationPredictionParams parseFrom(CodedInputStream input)| Parameter | |
|---|---|
| Name | Description |
input |
CodedInputStream |
| Returns | |
|---|---|
| Type | Description |
ImageClassificationPredictionParams |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public static ImageClassificationPredictionParams parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
input |
CodedInputStream |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
ImageClassificationPredictionParams |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseFrom(InputStream input)
public static ImageClassificationPredictionParams parseFrom(InputStream input)| Parameter | |
|---|---|
| Name | Description |
input |
InputStream |
| Returns | |
|---|---|
| Type | Description |
ImageClassificationPredictionParams |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static ImageClassificationPredictionParams parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
input |
InputStream |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
ImageClassificationPredictionParams |
|
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|
parseFrom(ByteBuffer data)
public static ImageClassificationPredictionParams parseFrom(ByteBuffer data)| Parameter | |
|---|---|
| Name | Description |
data |
ByteBuffer |
| Returns | |
|---|---|
| Type | Description |
ImageClassificationPredictionParams |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
public static ImageClassificationPredictionParams parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)| Parameters | |
|---|---|
| Name | Description |
data |
ByteBuffer |
extensionRegistry |
ExtensionRegistryLite |
| Returns | |
|---|---|
| Type | Description |
ImageClassificationPredictionParams |
|
| Exceptions | |
|---|---|
| Type | Description |
InvalidProtocolBufferException |
|
parser()
public static Parser<ImageClassificationPredictionParams> parser()| Returns | |
|---|---|
| Type | Description |
Parser<ImageClassificationPredictionParams> |
|
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 ImageClassificationPredictionParams getDefaultInstanceForType()| Returns | |
|---|---|
| Type | Description |
ImageClassificationPredictionParams |
|
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.
int32 max_predictions = 2;
| Returns | |
|---|---|
| Type | Description |
int |
The maxPredictions. |
getParserForType()
public Parser<ImageClassificationPredictionParams> getParserForType()| Returns | |
|---|---|
| Type | Description |
Parser<ImageClassificationPredictionParams> |
|
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 ImageClassificationPredictionParams.Builder newBuilderForType()| Returns | |
|---|---|
| Type | Description |
ImageClassificationPredictionParams.Builder |
|
newBuilderForType(GeneratedMessageV3.BuilderParent parent)
protected ImageClassificationPredictionParams.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)| Parameter | |
|---|---|
| Name | Description |
parent |
BuilderParent |
| Returns | |
|---|---|
| Type | Description |
ImageClassificationPredictionParams.Builder |
|
newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)| Parameter | |
|---|---|
| Name | Description |
unused |
UnusedPrivateParameter |
| Returns | |
|---|---|
| Type | Description |
Object |
|
toBuilder()
public ImageClassificationPredictionParams.Builder toBuilder()| Returns | |
|---|---|
| Type | Description |
ImageClassificationPredictionParams.Builder |
|
writeTo(CodedOutputStream output)
public void writeTo(CodedOutputStream output)| Parameter | |
|---|---|
| Name | Description |
output |
CodedOutputStream |
| Exceptions | |
|---|---|
| Type | Description |
IOException |
|