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
Static Fields
public static final int BBOXES_FIELD_NUMBER
Field Value
public static final int CONFIDENCES_FIELD_NUMBER
Field Value
public static final int DISPLAY_NAMES_FIELD_NUMBER
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public static final int IDS_FIELD_NUMBER
Field Value
Static Methods
public static ImageObjectDetectionPredictionResult getDefaultInstance()
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public static final Descriptors.Descriptor getDescriptor()
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public static ImageObjectDetectionPredictionResult.Builder newBuilder()
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public static ImageObjectDetectionPredictionResult.Builder newBuilder(ImageObjectDetectionPredictionResult prototype)
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public static ImageObjectDetectionPredictionResult parseDelimitedFrom(InputStream input)
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public static ImageObjectDetectionPredictionResult parseDelimitedFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
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public static ImageObjectDetectionPredictionResult parseFrom(byte[] data)
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Name | Description |
data | byte[]
|
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public static ImageObjectDetectionPredictionResult parseFrom(byte[] data, ExtensionRegistryLite extensionRegistry)
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public static ImageObjectDetectionPredictionResult parseFrom(ByteString data)
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public static ImageObjectDetectionPredictionResult parseFrom(ByteString data, ExtensionRegistryLite extensionRegistry)
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public static ImageObjectDetectionPredictionResult parseFrom(CodedInputStream input)
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public static ImageObjectDetectionPredictionResult parseFrom(CodedInputStream input, ExtensionRegistryLite extensionRegistry)
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public static ImageObjectDetectionPredictionResult parseFrom(InputStream input)
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public static ImageObjectDetectionPredictionResult parseFrom(InputStream input, ExtensionRegistryLite extensionRegistry)
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public static ImageObjectDetectionPredictionResult parseFrom(ByteBuffer data)
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public static ImageObjectDetectionPredictionResult parseFrom(ByteBuffer data, ExtensionRegistryLite extensionRegistry)
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public static Parser<ImageObjectDetectionPredictionResult> parser()
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Methods
public boolean equals(Object obj)
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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
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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
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
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
Returns
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()
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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;
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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()
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Overrides
public int getSerializedSize()
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public final UnknownFieldSet getUnknownFields()
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protected GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()
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public final boolean isInitialized()
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public ImageObjectDetectionPredictionResult.Builder newBuilderForType()
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protected ImageObjectDetectionPredictionResult.Builder newBuilderForType(GeneratedMessageV3.BuilderParent parent)
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protected Object newInstance(GeneratedMessageV3.UnusedPrivateParameter unused)
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public ImageObjectDetectionPredictionResult.Builder toBuilder()
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public void writeTo(CodedOutputStream output)
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Exceptions