Package com.google.cloud.automl.v1beta1

Class VideoObjectTrackingEvaluationMetrics

  • All Implemented Interfaces:
    VideoObjectTrackingEvaluationMetricsOrBuilder, com.google.protobuf.Message, com.google.protobuf.MessageLite, com.google.protobuf.MessageLiteOrBuilder, com.google.protobuf.MessageOrBuilder, Serializable
    public final class VideoObjectTrackingEvaluationMetrics
extends com.google.protobuf.GeneratedMessageV3
implements VideoObjectTrackingEvaluationMetricsOrBuilder
     Model evaluation metrics for video object tracking problems.
 Evaluates prediction quality of both labeled bounding boxes and labeled
 tracks (i.e. series of bounding boxes sharing same label and instance ID).
    Protobuf type google.cloud.automl.v1beta1.VideoObjectTrackingEvaluationMetrics
    See Also:
    Serialized Form

    • Field Detail

      • EVALUATED_FRAME_COUNT_FIELD_NUMBER

        public static final int EVALUATED_FRAME_COUNT_FIELD_NUMBER
        See Also:
        Constant Field Values

      • 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
 frames) the ground truth used to create this evaluation had.
        int32 evaluated_bounding_box_count = 2;
        Specified by:
        getEvaluatedBoundingBoxCount in interface VideoObjectTrackingEvaluationMetricsOrBuilder
        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.v1beta1.BoundingBoxMetricsEntry bounding_box_metrics_entries = 4;
        Specified by:
        getBoundingBoxMetricsEntriesList in interface VideoObjectTrackingEvaluationMetricsOrBuilder

      • 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.v1beta1.BoundingBoxMetricsEntry bounding_box_metrics_entries = 4;
        Specified by:
        getBoundingBoxMetricsEntriesCount in interface VideoObjectTrackingEvaluationMetricsOrBuilder

      • 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.v1beta1.BoundingBoxMetricsEntry bounding_box_metrics_entries = 4;
        Specified by:
        getBoundingBoxMetricsEntries in interface VideoObjectTrackingEvaluationMetricsOrBuilder

      • 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 = 6;
        Specified by:
        getBoundingBoxMeanAveragePrecision in interface VideoObjectTrackingEvaluationMetricsOrBuilder
        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 VideoObjectTrackingEvaluationMetrics parseFrom​(ByteBuffer data,
                                                             com.google.protobuf.ExtensionRegistryLite extensionRegistry)
                                                      throws com.google.protobuf.InvalidProtocolBufferException
        Throws:
        com.google.protobuf.InvalidProtocolBufferException

      • parseFrom

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

      • parseFrom

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

      • parseFrom

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

      • parseFrom

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

      • newBuilderForType

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

      • newBuilderForType

        protected VideoObjectTrackingEvaluationMetrics.Builder newBuilderForType​(com.google.protobuf.GeneratedMessageV3.BuilderParent parent)
        Specified by:
        newBuilderForType in class com.google.protobuf.GeneratedMessageV3

      • getParserForType

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