public sealed class ImageObjectDetectionEvaluationMetrics : IMessage<ImageObjectDetectionEvaluationMetrics>, IEquatable<ImageObjectDetectionEvaluationMetrics>, IDeepCloneable<ImageObjectDetectionEvaluationMetrics>, IBufferMessage, IMessage
Model evaluation metrics for image object detection problems.
Evaluates prediction quality of labeled bounding boxes.
public RepeatedField<BoundingBoxMetricsEntry> BoundingBoxMetricsEntries { get; }
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.
[[["Easy to understand","easyToUnderstand","thumb-up"],["Solved my problem","solvedMyProblem","thumb-up"],["Other","otherUp","thumb-up"]],[["Missing the information I need","missingTheInformationINeed","thumb-down"],["Too complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-08-07 UTC."],[[["\u003cp\u003eThis page details the \u003ccode\u003eImageObjectDetectionEvaluationMetrics\u003c/code\u003e class, which is used for evaluating the prediction quality of labeled bounding boxes in image object detection problems.\u003c/p\u003e\n"],["\u003cp\u003eThe class is part of the \u003ccode\u003eGoogle.Cloud.AutoML.V1\u003c/code\u003e namespace and is found in the \u003ccode\u003eGoogle.Cloud.AutoML.V1.dll\u003c/code\u003e assembly, with version 2.2.0 highlighted.\u003c/p\u003e\n"],["\u003cp\u003eKey properties of the \u003ccode\u003eImageObjectDetectionEvaluationMetrics\u003c/code\u003e class include \u003ccode\u003eBoundingBoxMeanAveragePrecision\u003c/code\u003e, \u003ccode\u003eBoundingBoxMetricsEntries\u003c/code\u003e, and \u003ccode\u003eEvaluatedBoundingBoxCount\u003c/code\u003e, which provide metrics related to the accuracy of bounding box predictions.\u003c/p\u003e\n"],["\u003cp\u003eThe class implements multiple interfaces like \u003ccode\u003eIMessage\u003c/code\u003e, \u003ccode\u003eIEquatable\u003c/code\u003e, \u003ccode\u003eIDeepCloneable\u003c/code\u003e, and \u003ccode\u003eIBufferMessage\u003c/code\u003e, highlighting its capabilities in message handling and deep cloning.\u003c/p\u003e\n"],["\u003cp\u003eThe page also provides version history of the \u003ccode\u003eImageObjectDetectionEvaluationMetrics\u003c/code\u003e, ranging from 2.2.0 to the latest 3.4.0 version, along with links to documentation for each respective version.\u003c/p\u003e\n"]]],[],null,[]]
