Package com.google.cloud.automl.v1

Class ImageObjectDetectionEvaluationMetrics

java.lang.Object

com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessage

com.google.protobuf.GeneratedMessageV3

com.google.cloud.automl.v1.ImageObjectDetectionEvaluationMetrics

All Implemented Interfaces:

ImageObjectDetectionEvaluationMetricsOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable

public final class ImageObjectDetectionEvaluationMetrics
extends com.google.protobuf.GeneratedMessageV3
implements ImageObjectDetectionEvaluationMetricsOrBuilder

 Model evaluation metrics for image object detection problems.
 Evaluates prediction quality of labeled bounding boxes.
 

Protobuf type google.cloud.automl.v1.ImageObjectDetectionEvaluationMetrics

See Also:

Serialized Form

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	ImageObjectDetectionEvaluationMetrics.Builder	Model evaluation metrics for image object detection problems.

Nested classes/interfaces inherited from class com.google.protobuf.GeneratedMessageV3

com.google.protobuf.GeneratedMessageV3.BuilderParent, com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>,BuilderT extends com.google.protobuf.GeneratedMessageV3.ExtendableBuilder<MessageT,BuilderT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.ExtendableMessageOrBuilder<MessageT extends com.google.protobuf.GeneratedMessageV3.ExtendableMessage<MessageT>>, com.google.protobuf.GeneratedMessageV3.FieldAccessorTable, com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter

Nested classes/interfaces inherited from class com.google.protobuf.AbstractMessageLite

com.google.protobuf.AbstractMessageLite.InternalOneOfEnum

Field Summary

Fields

Modifier and Type	Field	Description
static int	BOUNDING_BOX_MEAN_AVERAGE_PRECISION_FIELD_NUMBER
static int	BOUNDING_BOX_METRICS_ENTRIES_FIELD_NUMBER
static int	EVALUATED_BOUNDING_BOX_COUNT_FIELD_NUMBER

Fields inherited from class com.google.protobuf.GeneratedMessageV3

alwaysUseFieldBuilders, unknownFields

Fields inherited from class com.google.protobuf.AbstractMessage

memoizedSize

Fields inherited from class com.google.protobuf.AbstractMessageLite

memoizedHashCode

Method Summary

Modifier and Type	Method	Description
boolean	equals(Object obj)
float	getBoundingBoxMeanAveragePrecision()	Output only.
BoundingBoxMetricsEntry	getBoundingBoxMetricsEntries(int index)	Output only.
int	getBoundingBoxMetricsEntriesCount()	Output only.
List<BoundingBoxMetricsEntry>	getBoundingBoxMetricsEntriesList()	Output only.
BoundingBoxMetricsEntryOrBuilder	getBoundingBoxMetricsEntriesOrBuilder(int index)	Output only.
List<? extends BoundingBoxMetricsEntryOrBuilder>	getBoundingBoxMetricsEntriesOrBuilderList()	Output only.
static ImageObjectDetectionEvaluationMetrics	getDefaultInstance()
ImageObjectDetectionEvaluationMetrics	getDefaultInstanceForType()
static com.google.protobuf.Descriptors.Descriptor	getDescriptor()
int	getEvaluatedBoundingBoxCount()	Output only.
com.google.protobuf.Parser<ImageObjectDetectionEvaluationMetrics>	getParserForType()
int	getSerializedSize()
int	hashCode()
protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable	internalGetFieldAccessorTable()
boolean	isInitialized()
static ImageObjectDetectionEvaluationMetrics.Builder	newBuilder()
static ImageObjectDetectionEvaluationMetrics.Builder	newBuilder(ImageObjectDetectionEvaluationMetrics prototype)
ImageObjectDetectionEvaluationMetrics.Builder	newBuilderForType()
protected ImageObjectDetectionEvaluationMetrics.Builder	newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
protected Object	newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)
static ImageObjectDetectionEvaluationMetrics	parseDelimitedFrom(InputStream input)
static ImageObjectDetectionEvaluationMetrics	parseDelimitedFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ImageObjectDetectionEvaluationMetrics	parseFrom(byte[] data)
static ImageObjectDetectionEvaluationMetrics	parseFrom(byte[] data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ImageObjectDetectionEvaluationMetrics	parseFrom(com.google.protobuf.ByteString data)
static ImageObjectDetectionEvaluationMetrics	parseFrom(com.google.protobuf.ByteString data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ImageObjectDetectionEvaluationMetrics	parseFrom(com.google.protobuf.CodedInputStream input)
static ImageObjectDetectionEvaluationMetrics	parseFrom(com.google.protobuf.CodedInputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ImageObjectDetectionEvaluationMetrics	parseFrom(InputStream input)
static ImageObjectDetectionEvaluationMetrics	parseFrom(InputStream input, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static ImageObjectDetectionEvaluationMetrics	parseFrom(ByteBuffer data)
static ImageObjectDetectionEvaluationMetrics	parseFrom(ByteBuffer data, com.google.protobuf.ExtensionRegistryLite extensionRegistry)
static com.google.protobuf.Parser<ImageObjectDetectionEvaluationMetrics>	parser()
ImageObjectDetectionEvaluationMetrics.Builder	toBuilder()
void	writeTo(com.google.protobuf.CodedOutputStream output)

Methods inherited from class com.google.protobuf.GeneratedMessageV3

canUseUnsafe, computeStringSize, computeStringSizeNoTag, emptyBooleanList, emptyDoubleList, emptyFloatList, emptyIntList, emptyLongList, getAllFields, getDescriptorForType, getField, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof, internalGetMapField, isStringEmpty, makeExtensionsImmutable, makeMutableCopy, mergeFromAndMakeImmutableInternal, mutableCopy, mutableCopy, mutableCopy, mutableCopy, mutableCopy, newBooleanList, newBuilderForType, newDoubleList, newFloatList, newIntList, newLongList, parseDelimitedWithIOException, parseDelimitedWithIOException, parseUnknownField, parseUnknownFieldProto3, parseWithIOException, parseWithIOException, parseWithIOException, parseWithIOException, serializeBooleanMapTo, serializeIntegerMapTo, serializeLongMapTo, serializeStringMapTo, writeReplace, writeString, writeStringNoTag

Methods inherited from class com.google.protobuf.AbstractMessage

findInitializationErrors, getInitializationErrorString, hashBoolean, hashEnum, hashEnumList, hashFields, hashLong, toString

Methods inherited from class com.google.protobuf.AbstractMessageLite

addAll, addAll, checkByteStringIsUtf8, toByteArray, toByteString, writeDelimitedTo, writeTo

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Methods inherited from interface com.google.protobuf.MessageLite

toByteArray, toByteString, writeDelimitedTo, writeTo

Methods inherited from interface com.google.protobuf.MessageOrBuilder

findInitializationErrors, getAllFields, getDescriptorForType, getField, getInitializationErrorString, getOneofFieldDescriptor, getRepeatedField, getRepeatedFieldCount, getUnknownFields, hasField, hasOneof

Field Detail

EVALUATED_BOUNDING_BOX_COUNT_FIELD_NUMBER

public static final int EVALUATED_BOUNDING_BOX_COUNT_FIELD_NUMBER

See Also:

Constant Field Values

BOUNDING_BOX_METRICS_ENTRIES_FIELD_NUMBER

public static final int BOUNDING_BOX_METRICS_ENTRIES_FIELD_NUMBER

See Also:

Constant Field Values

BOUNDING_BOX_MEAN_AVERAGE_PRECISION_FIELD_NUMBER

public static final int BOUNDING_BOX_MEAN_AVERAGE_PRECISION_FIELD_NUMBER

See Also:

Constant Field Values

Method Detail

newInstance

protected Object newInstance(com.google.protobuf.GeneratedMessageV3.UnusedPrivateParameter unused)

Overrides:

newInstance in class com.google.protobuf.GeneratedMessageV3

getDescriptor

public static final com.google.protobuf.Descriptors.Descriptor getDescriptor()

internalGetFieldAccessorTable

protected com.google.protobuf.GeneratedMessageV3.FieldAccessorTable internalGetFieldAccessorTable()

Specified by:

internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessageV3

getEvaluatedBoundingBoxCount

public int getEvaluatedBoundingBoxCount()

 Output only. The total number of bounding boxes (i.e. summed over all
 images) the ground truth used to create this evaluation had.
 

int32 evaluated_bounding_box_count = 1;

Specified by:

getEvaluatedBoundingBoxCount in interface ImageObjectDetectionEvaluationMetricsOrBuilder

Returns:

The evaluatedBoundingBoxCount.

getBoundingBoxMetricsEntriesList

public List<BoundingBoxMetricsEntry> getBoundingBoxMetricsEntriesList()

 Output only. The bounding boxes match metrics for each
 Intersection-over-union threshold 0.05,0.10,...,0.95,0.96,0.97,0.98,0.99
 and each label confidence threshold 0.05,0.10,...,0.95,0.96,0.97,0.98,0.99
 pair.
 

repeated .google.cloud.automl.v1.BoundingBoxMetricsEntry bounding_box_metrics_entries = 2;

Specified by:

getBoundingBoxMetricsEntriesList in interface ImageObjectDetectionEvaluationMetricsOrBuilder

getBoundingBoxMetricsEntriesOrBuilderList

public List<? extends BoundingBoxMetricsEntryOrBuilder> getBoundingBoxMetricsEntriesOrBuilderList()

 Output only. The bounding boxes match metrics for each
 Intersection-over-union threshold 0.05,0.10,...,0.95,0.96,0.97,0.98,0.99
 and each label confidence threshold 0.05,0.10,...,0.95,0.96,0.97,0.98,0.99
 pair.
 

repeated .google.cloud.automl.v1.BoundingBoxMetricsEntry bounding_box_metrics_entries = 2;

Specified by:

getBoundingBoxMetricsEntriesOrBuilderList in interface ImageObjectDetectionEvaluationMetricsOrBuilder

getBoundingBoxMetricsEntriesCount

public int getBoundingBoxMetricsEntriesCount()

 Output only. The bounding boxes match metrics for each
 Intersection-over-union threshold 0.05,0.10,...,0.95,0.96,0.97,0.98,0.99
 and each label confidence threshold 0.05,0.10,...,0.95,0.96,0.97,0.98,0.99
 pair.
 

repeated .google.cloud.automl.v1.BoundingBoxMetricsEntry bounding_box_metrics_entries = 2;

Specified by:

getBoundingBoxMetricsEntriesCount in interface ImageObjectDetectionEvaluationMetricsOrBuilder

getBoundingBoxMetricsEntries

public BoundingBoxMetricsEntry getBoundingBoxMetricsEntries(int index)

 Output only. The bounding boxes match metrics for each
 Intersection-over-union threshold 0.05,0.10,...,0.95,0.96,0.97,0.98,0.99
 and each label confidence threshold 0.05,0.10,...,0.95,0.96,0.97,0.98,0.99
 pair.
 

repeated .google.cloud.automl.v1.BoundingBoxMetricsEntry bounding_box_metrics_entries = 2;

Specified by:

getBoundingBoxMetricsEntries in interface ImageObjectDetectionEvaluationMetricsOrBuilder

getBoundingBoxMetricsEntriesOrBuilder

public BoundingBoxMetricsEntryOrBuilder getBoundingBoxMetricsEntriesOrBuilder(int index)

 Output only. The bounding boxes match metrics for each
 Intersection-over-union threshold 0.05,0.10,...,0.95,0.96,0.97,0.98,0.99
 and each label confidence threshold 0.05,0.10,...,0.95,0.96,0.97,0.98,0.99
 pair.
 

repeated .google.cloud.automl.v1.BoundingBoxMetricsEntry bounding_box_metrics_entries = 2;

Specified by:

getBoundingBoxMetricsEntriesOrBuilder in interface ImageObjectDetectionEvaluationMetricsOrBuilder

getBoundingBoxMeanAveragePrecision

public float getBoundingBoxMeanAveragePrecision()

 Output only. The single metric for bounding boxes evaluation:
 the mean_average_precision averaged over all bounding_box_metrics_entries.
 

float bounding_box_mean_average_precision = 3;

Specified by:

getBoundingBoxMeanAveragePrecision in interface ImageObjectDetectionEvaluationMetricsOrBuilder

Returns:

The boundingBoxMeanAveragePrecision.

isInitialized

public final boolean isInitialized()

Specified by:

isInitialized in interface com.google.protobuf.MessageLiteOrBuilder

Overrides:

isInitialized in class com.google.protobuf.GeneratedMessageV3

writeTo

public void writeTo(com.google.protobuf.CodedOutputStream output)
             throws IOException

Specified by:

writeTo in interface com.google.protobuf.MessageLite

Overrides:

writeTo in class com.google.protobuf.GeneratedMessageV3

Throws:

IOException

getSerializedSize

public int getSerializedSize()

Specified by:

getSerializedSize in interface com.google.protobuf.MessageLite

Overrides:

getSerializedSize in class com.google.protobuf.GeneratedMessageV3

equals

public boolean equals(Object obj)

Specified by:

equals in interface com.google.protobuf.Message

Overrides:

equals in class com.google.protobuf.AbstractMessage

hashCode

public int hashCode()

Specified by:

hashCode in interface com.google.protobuf.Message

Overrides:

hashCode in class com.google.protobuf.AbstractMessage

parseFrom

public static ImageObjectDetectionEvaluationMetrics parseFrom(ByteBuffer data)
                                                       throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ImageObjectDetectionEvaluationMetrics parseFrom(ByteBuffer data,
                                                              com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                       throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ImageObjectDetectionEvaluationMetrics parseFrom(com.google.protobuf.ByteString data)
                                                       throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ImageObjectDetectionEvaluationMetrics parseFrom(com.google.protobuf.ByteString data,
                                                              com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                       throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ImageObjectDetectionEvaluationMetrics parseFrom(byte[] data)
                                                       throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ImageObjectDetectionEvaluationMetrics parseFrom(byte[] data,
                                                              com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                       throws com.google.protobuf.InvalidProtocolBufferException

Throws:

com.google.protobuf.InvalidProtocolBufferException

parseFrom

public static ImageObjectDetectionEvaluationMetrics parseFrom(InputStream input)
                                                       throws IOException

Throws:

IOException

parseFrom

public static ImageObjectDetectionEvaluationMetrics parseFrom(InputStream input,
                                                              com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                       throws IOException

Throws:

IOException

parseDelimitedFrom

public static ImageObjectDetectionEvaluationMetrics parseDelimitedFrom(InputStream input)
                                                                throws IOException

Throws:

IOException

parseDelimitedFrom

public static ImageObjectDetectionEvaluationMetrics parseDelimitedFrom(InputStream input,
                                                                       com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                                throws IOException

Throws:

IOException

parseFrom

public static ImageObjectDetectionEvaluationMetrics parseFrom(com.google.protobuf.CodedInputStream input)
                                                       throws IOException

Throws:

IOException

parseFrom

public static ImageObjectDetectionEvaluationMetrics parseFrom(com.google.protobuf.CodedInputStream input,
                                                              com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                       throws IOException

Throws:

IOException

newBuilderForType

public ImageObjectDetectionEvaluationMetrics.Builder newBuilderForType()

Specified by:

newBuilderForType in interface com.google.protobuf.Message

Specified by:

newBuilderForType in interface com.google.protobuf.MessageLite

newBuilder

public static ImageObjectDetectionEvaluationMetrics.Builder newBuilder()

newBuilder

public static ImageObjectDetectionEvaluationMetrics.Builder newBuilder(ImageObjectDetectionEvaluationMetrics prototype)

toBuilder

public ImageObjectDetectionEvaluationMetrics.Builder toBuilder()

Specified by:

toBuilder in interface com.google.protobuf.Message

Specified by:

toBuilder in interface com.google.protobuf.MessageLite

newBuilderForType

protected ImageObjectDetectionEvaluationMetrics.Builder newBuilderForType(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)

Specified by:

newBuilderForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstance

public static ImageObjectDetectionEvaluationMetrics getDefaultInstance()

parser

public static com.google.protobuf.Parser<ImageObjectDetectionEvaluationMetrics> parser()

getParserForType

public com.google.protobuf.Parser<ImageObjectDetectionEvaluationMetrics> getParserForType()

Specified by:

getParserForType in interface com.google.protobuf.Message

Specified by:

getParserForType in interface com.google.protobuf.MessageLite

Overrides:

getParserForType in class com.google.protobuf.GeneratedMessageV3

getDefaultInstanceForType

public ImageObjectDetectionEvaluationMetrics getDefaultInstanceForType()

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder

Specified by:

getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder