Package com.google.cloud.automl.v1

Class BoundingBoxMetricsEntry

java.lang.Object
com.google.protobuf.AbstractMessageLite
com.google.protobuf.AbstractMessage
com.google.protobuf.GeneratedMessage
com.google.cloud.automl.v1.BoundingBoxMetricsEntry
All Implemented Interfaces:
BoundingBoxMetricsEntryOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable
@Generated public final class BoundingBoxMetricsEntry extends com.google.protobuf.GeneratedMessage implements BoundingBoxMetricsEntryOrBuilder
 Bounding box matching model metrics for a single intersection-over-union
 threshold and multiple label match confidence thresholds.
Protobuf type google.cloud.automl.v1.BoundingBoxMetricsEntry
See Also:

  • Field Details

    • IOU_THRESHOLD_FIELD_NUMBER

      public static final int IOU_THRESHOLD_FIELD_NUMBER
      See Also:

    • MEAN_AVERAGE_PRECISION_FIELD_NUMBER

      public static final int MEAN_AVERAGE_PRECISION_FIELD_NUMBER
      See Also:

    • CONFIDENCE_METRICS_ENTRIES_FIELD_NUMBER

      public static final int CONFIDENCE_METRICS_ENTRIES_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

    • getIouThreshold

      public float getIouThreshold()
       Output only. The intersection-over-union threshold value used to compute
 this metrics entry.
      float iou_threshold = 1;
      Specified by:
      getIouThreshold in interface BoundingBoxMetricsEntryOrBuilder
      Returns:
      The iouThreshold.

    • getMeanAveragePrecision

      public float getMeanAveragePrecision()
       Output only. The mean average precision, most often close to au_prc.
      float mean_average_precision = 2;
      Specified by:
      getMeanAveragePrecision in interface BoundingBoxMetricsEntryOrBuilder
      Returns:
      The meanAveragePrecision.

    • getConfidenceMetricsEntriesList

      public List<BoundingBoxMetricsEntry.ConfidenceMetricsEntry> getConfidenceMetricsEntriesList()
       Output only. Metrics for each label-match confidence_threshold from
 0.05,0.10,...,0.95,0.96,0.97,0.98,0.99. Precision-recall curve is
 derived from them.
      repeated .google.cloud.automl.v1.BoundingBoxMetricsEntry.ConfidenceMetricsEntry confidence_metrics_entries = 3;
      Specified by:
      getConfidenceMetricsEntriesList in interface BoundingBoxMetricsEntryOrBuilder

    • getConfidenceMetricsEntriesOrBuilderList

      public List<? extends BoundingBoxMetricsEntry.ConfidenceMetricsEntryOrBuilder> getConfidenceMetricsEntriesOrBuilderList()
       Output only. Metrics for each label-match confidence_threshold from
 0.05,0.10,...,0.95,0.96,0.97,0.98,0.99. Precision-recall curve is
 derived from them.
      repeated .google.cloud.automl.v1.BoundingBoxMetricsEntry.ConfidenceMetricsEntry confidence_metrics_entries = 3;
      Specified by:
      getConfidenceMetricsEntriesOrBuilderList in interface BoundingBoxMetricsEntryOrBuilder

    • getConfidenceMetricsEntriesCount

      public int getConfidenceMetricsEntriesCount()
       Output only. Metrics for each label-match confidence_threshold from
 0.05,0.10,...,0.95,0.96,0.97,0.98,0.99. Precision-recall curve is
 derived from them.
      repeated .google.cloud.automl.v1.BoundingBoxMetricsEntry.ConfidenceMetricsEntry confidence_metrics_entries = 3;
      Specified by:
      getConfidenceMetricsEntriesCount in interface BoundingBoxMetricsEntryOrBuilder

    • getConfidenceMetricsEntries

      public BoundingBoxMetricsEntry.ConfidenceMetricsEntry getConfidenceMetricsEntries(int index)
       Output only. Metrics for each label-match confidence_threshold from
 0.05,0.10,...,0.95,0.96,0.97,0.98,0.99. Precision-recall curve is
 derived from them.
      repeated .google.cloud.automl.v1.BoundingBoxMetricsEntry.ConfidenceMetricsEntry confidence_metrics_entries = 3;
      Specified by:
      getConfidenceMetricsEntries in interface BoundingBoxMetricsEntryOrBuilder

    • getConfidenceMetricsEntriesOrBuilder

      public BoundingBoxMetricsEntry.ConfidenceMetricsEntryOrBuilder getConfidenceMetricsEntriesOrBuilder(int index)
       Output only. Metrics for each label-match confidence_threshold from
 0.05,0.10,...,0.95,0.96,0.97,0.98,0.99. Precision-recall curve is
 derived from them.
      repeated .google.cloud.automl.v1.BoundingBoxMetricsEntry.ConfidenceMetricsEntry confidence_metrics_entries = 3;
      Specified by:
      getConfidenceMetricsEntriesOrBuilder in interface BoundingBoxMetricsEntryOrBuilder

    • 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 BoundingBoxMetricsEntry parseFrom(ByteBuffer data) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

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

    • parseFrom

      public static BoundingBoxMetricsEntry parseFrom(com.google.protobuf.ByteString data) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

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

    • parseFrom

      public static BoundingBoxMetricsEntry parseFrom(byte[] data) throws com.google.protobuf.InvalidProtocolBufferException
      Throws:
      com.google.protobuf.InvalidProtocolBufferException

    • parseFrom

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

    • parseFrom

      public static BoundingBoxMetricsEntry parseFrom(InputStream input) throws IOException
      Throws:
      IOException

    • parseFrom

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

    • parseDelimitedFrom

      public static BoundingBoxMetricsEntry parseDelimitedFrom(InputStream input) throws IOException
      Throws:
      IOException

    • parseDelimitedFrom

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

    • parseFrom

      public static BoundingBoxMetricsEntry parseFrom(com.google.protobuf.CodedInputStream input) throws IOException
      Throws:
      IOException

    • parseFrom

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

    • newBuilderForType

      public BoundingBoxMetricsEntry.Builder newBuilderForType()
      Specified by:
      newBuilderForType in interface com.google.protobuf.Message
      Specified by:
      newBuilderForType in interface com.google.protobuf.MessageLite

    • newBuilder

      public static BoundingBoxMetricsEntry.Builder newBuilder()

    • newBuilder

      public static BoundingBoxMetricsEntry.Builder newBuilder(BoundingBoxMetricsEntry prototype)

    • toBuilder

      public BoundingBoxMetricsEntry.Builder toBuilder()
      Specified by:
      toBuilder in interface com.google.protobuf.Message
      Specified by:
      toBuilder in interface com.google.protobuf.MessageLite

    • newBuilderForType

      protected BoundingBoxMetricsEntry.Builder newBuilderForType(com.google.protobuf.AbstractMessage.BuilderParent parent)
      Overrides:
      newBuilderForType in class com.google.protobuf.AbstractMessage

    • getDefaultInstance

      public static BoundingBoxMetricsEntry getDefaultInstance()

    • parser

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

    • getParserForType

      public com.google.protobuf.Parser<BoundingBoxMetricsEntry> 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 BoundingBoxMetricsEntry getDefaultInstanceForType()
      Specified by:
      getDefaultInstanceForType in interface com.google.protobuf.MessageLiteOrBuilder
      Specified by:
      getDefaultInstanceForType in interface com.google.protobuf.MessageOrBuilder