public final class ImageObjectDetectionPredictionResult extends GeneratedMessageV3 implements ImageObjectDetectionPredictionResultOrBuilder
Prediction output format for Image Object Detection.
Protobuf type
google.cloud.aiplatform.v1.schema.predict.prediction.ImageObjectDetectionPredictionResult
Inherited Members
com.google.protobuf.GeneratedMessageV3.<ListT>makeMutableCopy(ListT)
Static Fields
public static final int BBOXES_FIELD_NUMBER
| Field Value |
|---|
| Type | Description |
int | |
public static final int CONFIDENCES_FIELD_NUMBER
| Field Value |
|---|
| Type | Description |
int | |
public static final int DISPLAY_NAMES_FIELD_NUMBER
| Field Value |
|---|
| Type | Description |
int | |
public static final int IDS_FIELD_NUMBER
| Field Value |
|---|
| Type | Description |
int | |
Static Methods
public static ImageObjectDetectionPredictionResult getDefaultInstance()
public static final Descriptors.Descriptor getDescriptor()
public static ImageObjectDetectionPredictionResult.Builder newBuilder()
public static ImageObjectDetectionPredictionResult.Builder newBuilder(ImageObjectDetectionPredictionResult prototype)
public static ImageObjectDetectionPredictionResult parseDelimitedFrom(InputStream input)
public static ImageObjectDetectionPredictionResult parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static ImageObjectDetectionPredictionResult parseFrom(byte[] data)
| Parameter |
|---|
| Name | Description |
data | byte[]
|
public static ImageObjectDetectionPredictionResult parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
public static ImageObjectDetectionPredictionResult parseFrom(ByteString data)
public static ImageObjectDetectionPredictionResult parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
public static ImageObjectDetectionPredictionResult parseFrom(CodedInputStream input)
public static ImageObjectDetectionPredictionResult parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
public static ImageObjectDetectionPredictionResult parseFrom(InputStream input)
public static ImageObjectDetectionPredictionResult parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
public static ImageObjectDetectionPredictionResult parseFrom(ByteBuffer data)
public static ImageObjectDetectionPredictionResult parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
public static Parser<ImageObjectDetectionPredictionResult> parser()
Methods
public boolean equals(Object obj)
| Parameter |
|---|
| Name | Description |
obj | Object
|
Overrides
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 |
|---|
| Name | Description |
index | int
|
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 |
|---|
| Type | Description |
int | |
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;
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 |
|---|
| Name | Description |
index | int
|
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 |
|---|
| Type | Description |
List<? extends com.google.protobuf.ListValueOrBuilder> | |
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 |
|---|
| Name | Description |
index | int
The index of the element to return.
|
| Returns |
|---|
| Type | Description |
float | The confidences at the given index.
|
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 |
|---|
| Type | Description |
int | The count of confidences.
|
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 |
|---|
| Type | Description |
List<Float> | A list containing the confidences.
|
public ImageObjectDetectionPredictionResult getDefaultInstanceForType()
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 |
|---|
| Name | Description |
index | int
The index of the element to return.
|
| Returns |
|---|
| Type | Description |
String | The displayNames at the given 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 |
|---|
| Name | Description |
index | int
The index of the value to return.
|
| Returns |
|---|
| Type | Description |
ByteString | The bytes of the displayNames at the given index.
|
public int getDisplayNamesCount()
The display names of the AnnotationSpecs that had been identified, order
matches the IDs.
repeated string display_names = 2;
| Returns |
|---|
| Type | Description |
int | The count of displayNames.
|
public ProtocolStringList getDisplayNamesList()
The display names of the AnnotationSpecs that had been identified, order
matches the IDs.
repeated string display_names = 2;
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 |
|---|
| Name | Description |
index | int
The index of the element to return.
|
| Returns |
|---|
| Type | Description |
long | The ids at the given index.
|
The resource IDs of the AnnotationSpecs that had been identified, ordered
by the confidence score descendingly.
repeated int64 ids = 1;
| Returns |
|---|
| Type | Description |
int | The count of ids.
|
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 |
|---|
| Type | Description |
List<Long> | A list containing the ids.
|
public Parser<ImageObjectDetectionPredictionResult> getParserForType()
Overrides
public int getSerializedSize()
| Returns |
|---|
| Type | Description |
int | |
Overrides
| Returns |
|---|
| Type | Description |
int | |
Overrides
protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
Overrides
public final boolean isInitialized()
Overrides
public ImageObjectDetectionPredictionResult.Builder newBuilderForType()
protected ImageObjectDetectionPredictionResult.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
Overrides
protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
Overrides
public ImageObjectDetectionPredictionResult.Builder toBuilder()
public void writeTo(CodedOutputStream output)
Overrides
