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complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-08-07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\u003eThe \u003ccode\u003eImageObjectDetectionEvaluationMetrics\u003c/code\u003e class provides metrics for evaluating the quality of image object detection models, focusing on labeled bounding boxes.\u003c/p\u003e\n"],["\u003cp\u003eThis class implements several interfaces, including \u003ccode\u003eIMessage\u003c/code\u003e, \u003ccode\u003eIEquatable\u003c/code\u003e, \u003ccode\u003eIDeepCloneable\u003c/code\u003e, and \u003ccode\u003eIBufferMessage\u003c/code\u003e, allowing for diverse usage and compatibility.\u003c/p\u003e\n"],["\u003cp\u003eThe \u003ccode\u003eBoundingBoxMeanAveragePrecision\u003c/code\u003e property provides a single overall metric, and \u003ccode\u003eBoundingBoxMetricsEntries\u003c/code\u003e provides detailed metrics for various intersection-over-union and confidence thresholds.\u003c/p\u003e\n"],["\u003cp\u003eThe \u003ccode\u003eEvaluatedBoundingBoxCount\u003c/code\u003e property indicates the total count of ground truth bounding boxes used in the evaluation process.\u003c/p\u003e\n"],["\u003cp\u003eThe current version of the page is \u003ccode\u003e2.6.0\u003c/code\u003e however, there are versions all the way up to \u003ccode\u003e3.4.0\u003c/code\u003e which is the most recent version, and all the way down to version \u003ccode\u003e2.2.0\u003c/code\u003e.\u003c/p\u003e\n"]]],[],null,[]]
