Class ImageObjectDetectionPredictionResult (3.24.0)

public final class ImageObjectDetectionPredictionResult extends GeneratedMessageV3 implements ImageObjectDetectionPredictionResultOrBuilder

Prediction output format for Image Object Detection.

Protobuf type google.cloud.aiplatform.v1beta1.schema.predict.prediction.ImageObjectDetectionPredictionResult

Inheritance

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

Static Fields

BBOXES_FIELD_NUMBER

public static final int BBOXES_FIELD_NUMBER
Field Value
TypeDescription
int

CONFIDENCES_FIELD_NUMBER

public static final int CONFIDENCES_FIELD_NUMBER
Field Value
TypeDescription
int

DISPLAY_NAMES_FIELD_NUMBER

public static final int DISPLAY_NAMES_FIELD_NUMBER
Field Value
TypeDescription
int

IDS_FIELD_NUMBER

public static final int IDS_FIELD_NUMBER
Field Value
TypeDescription
int

Static Methods

getDefaultInstance()

public static ImageObjectDetectionPredictionResult getDefaultInstance()
Returns
TypeDescription
ImageObjectDetectionPredictionResult

getDescriptor()

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

newBuilder()

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

newBuilder(ImageObjectDetectionPredictionResult prototype)

public static ImageObjectDetectionPredictionResult.Builder newBuilder(ImageObjectDetectionPredictionResult prototype)
Parameter
NameDescription
prototypeImageObjectDetectionPredictionResult
Returns
TypeDescription
ImageObjectDetectionPredictionResult.Builder

parseDelimitedFrom(InputStream input)

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

parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

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

parseFrom(byte[] data)

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

parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)

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

parseFrom(ByteString data)

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

parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)

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

parseFrom(CodedInputStream input)

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

parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)

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

parseFrom(InputStream input)

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

parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)

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

parseFrom(ByteBuffer data)

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

parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)

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

parser()

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

Methods

equals(Object obj)

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

getBboxes(int index)

public ListValue getBboxes(int index)

Bounding boxes, i.e. the rectangles over the image, that pinpoint the found AnnotationSpecs. Given in order that matches the IDs. Each bounding box is an array of 4 numbers xMin, xMax, yMin, and yMax, which represent the extremal coordinates of the box. They are relative to the image size, and the point 0,0 is in the top left of the image.

repeated .google.protobuf.ListValue bboxes = 4;

Parameter
NameDescription
indexint
Returns
TypeDescription
ListValue

getBboxesCount()

public int getBboxesCount()

Bounding boxes, i.e. the rectangles over the image, that pinpoint the found AnnotationSpecs. Given in order that matches the IDs. Each bounding box is an array of 4 numbers xMin, xMax, yMin, and yMax, which represent the extremal coordinates of the box. They are relative to the image size, and the point 0,0 is in the top left of the image.

repeated .google.protobuf.ListValue bboxes = 4;

Returns
TypeDescription
int

getBboxesList()

public List<ListValue> getBboxesList()

Bounding boxes, i.e. the rectangles over the image, that pinpoint the found AnnotationSpecs. Given in order that matches the IDs. Each bounding box is an array of 4 numbers xMin, xMax, yMin, and yMax, which represent the extremal coordinates of the box. They are relative to the image size, and the point 0,0 is in the top left of the image.

repeated .google.protobuf.ListValue bboxes = 4;

Returns
TypeDescription
List<ListValue>

getBboxesOrBuilder(int index)

public ListValueOrBuilder getBboxesOrBuilder(int index)

Bounding boxes, i.e. the rectangles over the image, that pinpoint the found AnnotationSpecs. Given in order that matches the IDs. Each bounding box is an array of 4 numbers xMin, xMax, yMin, and yMax, which represent the extremal coordinates of the box. They are relative to the image size, and the point 0,0 is in the top left of the image.

repeated .google.protobuf.ListValue bboxes = 4;

Parameter
NameDescription
indexint
Returns
TypeDescription
ListValueOrBuilder

getBboxesOrBuilderList()

public List<? extends ListValueOrBuilder> getBboxesOrBuilderList()

Bounding boxes, i.e. the rectangles over the image, that pinpoint the found AnnotationSpecs. Given in order that matches the IDs. Each bounding box is an array of 4 numbers xMin, xMax, yMin, and yMax, which represent the extremal coordinates of the box. They are relative to the image size, and the point 0,0 is in the top left of the image.

repeated .google.protobuf.ListValue bboxes = 4;

Returns
TypeDescription
List<? extends com.google.protobuf.ListValueOrBuilder>

getConfidences(int index)

public float getConfidences(int index)

The Model's confidences in correctness of the predicted IDs, higher value means higher confidence. Order matches the Ids.

repeated float confidences = 3;

Parameter
NameDescription
indexint

The index of the element to return.

Returns
TypeDescription
float

The confidences at the given index.

getConfidencesCount()

public int getConfidencesCount()

The Model's confidences in correctness of the predicted IDs, higher value means higher confidence. Order matches the Ids.

repeated float confidences = 3;

Returns
TypeDescription
int

The count of confidences.

getConfidencesList()

public List<Float> getConfidencesList()

The Model's confidences in correctness of the predicted IDs, higher value means higher confidence. Order matches the Ids.

repeated float confidences = 3;

Returns
TypeDescription
List<Float>

A list containing the confidences.

getDefaultInstanceForType()

public ImageObjectDetectionPredictionResult getDefaultInstanceForType()
Returns
TypeDescription
ImageObjectDetectionPredictionResult

getDisplayNames(int index)

public String getDisplayNames(int index)

The display names of the AnnotationSpecs that had been identified, order matches the IDs.

repeated string display_names = 2;

Parameter
NameDescription
indexint

The index of the element to return.

Returns
TypeDescription
String

The displayNames at the given index.

getDisplayNamesBytes(int index)

public ByteString getDisplayNamesBytes(int index)

The display names of the AnnotationSpecs that had been identified, order matches the IDs.

repeated string display_names = 2;

Parameter
NameDescription
indexint

The index of the value to return.

Returns
TypeDescription
ByteString

The bytes of the displayNames at the given index.

getDisplayNamesCount()

public int getDisplayNamesCount()

The display names of the AnnotationSpecs that had been identified, order matches the IDs.

repeated string display_names = 2;

Returns
TypeDescription
int

The count of displayNames.

getDisplayNamesList()

public ProtocolStringList getDisplayNamesList()

The display names of the AnnotationSpecs that had been identified, order matches the IDs.

repeated string display_names = 2;

Returns
TypeDescription
ProtocolStringList

A list containing the displayNames.

getIds(int index)

public long getIds(int index)

The resource IDs of the AnnotationSpecs that had been identified, ordered by the confidence score descendingly.

repeated int64 ids = 1;

Parameter
NameDescription
indexint

The index of the element to return.

Returns
TypeDescription
long

The ids at the given index.

getIdsCount()

public int getIdsCount()

The resource IDs of the AnnotationSpecs that had been identified, ordered by the confidence score descendingly.

repeated int64 ids = 1;

Returns
TypeDescription
int

The count of ids.

getIdsList()

public List<Long> getIdsList()

The resource IDs of the AnnotationSpecs that had been identified, ordered by the confidence score descendingly.

repeated int64 ids = 1;

Returns
TypeDescription
List<Long>

A list containing the ids.

getParserForType()

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

getSerializedSize()

public int getSerializedSize()
Returns
TypeDescription
int
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 ImageObjectDetectionPredictionResult.Builder newBuilderForType()
Returns
TypeDescription
ImageObjectDetectionPredictionResult.Builder

newBuilderForType(GeneratedMessageV3.BuilderParent parent)

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

newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)

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

toBuilder()

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

writeTo(CodedOutputStream output)

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