Package com.google.cloud.automl.v1

Class ImageObjectDetectionEvaluationMetrics

java.lang.Object
com.google.protobuf.AbstractMessageLite
com.google.protobuf.AbstractMessage
com.google.protobuf.GeneratedMessage
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
@Generated public final class ImageObjectDetectionEvaluationMetrics extends com.google.protobuf.GeneratedMessage 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:

  • Field Details

    • EVALUATED_BOUNDING_BOX_COUNT_FIELD_NUMBER

      public static final int EVALUATED_BOUNDING_BOX_COUNT_FIELD_NUMBER
      See Also:

    • BOUNDING_BOX_METRICS_ENTRIES_FIELD_NUMBER

      public static final int BOUNDING_BOX_METRICS_ENTRIES_FIELD_NUMBER
      See Also:

    • BOUNDING_BOX_MEAN_AVERAGE_PRECISION_FIELD_NUMBER

      public static final int BOUNDING_BOX_MEAN_AVERAGE_PRECISION_FIELD_NUMBER
      See Also:

  • Method Details

    • getDescriptor

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

    • internalGetFieldAccessorTable

      protected com.google.protobuf.GeneratedMessage.FieldAccessorTable internalGetFieldAccessorTable()
      Specified by:
      internalGetFieldAccessorTable in class com.google.protobuf.GeneratedMessage

    • 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.GeneratedMessage

    • 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.GeneratedMessage
      Throws:
      IOException

    • getSerializedSize

      public int getSerializedSize()
      Specified by:
      getSerializedSize in interface com.google.protobuf.MessageLite
      Overrides:
      getSerializedSize in class com.google.protobuf.GeneratedMessage

    • 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.AbstractMessage.BuilderParent parent)
      Overrides:
      newBuilderForType in class com.google.protobuf.AbstractMessage

    • 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.GeneratedMessage

    • getDefaultInstanceForType

      public ImageObjectDetectionEvaluationMetrics getDefaultInstanceForType()
      Specified by:
      getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder
      Specified by:
      getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder