public sealed class ImageObjectDetectionEvaluationMetrics : IMessage<ImageObjectDetectionEvaluationMetrics>, IEquatable<ImageObjectDetectionEvaluationMetrics>, IDeepCloneable<ImageObjectDetectionEvaluationMetrics>, IBufferMessage, IMessage
Reference documentation and code samples for the Google AutoML v1 API class ImageObjectDetectionEvaluationMetrics.
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complicated / too many steps","tooComplicatedTooManySteps","thumb-down"],["Out of date","outOfDate","thumb-down"],["Samples / code issue","samplesCodeIssue","thumb-down"],["Other","otherDown","thumb-down"]],["Last updated 2025-08-07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 latest version of the \u003ccode\u003eImageObjectDetectionEvaluationMetrics\u003c/code\u003e class in the Google AutoML v1 API is 3.4.0, and there are nine previous versions ranging from 2.2.0 to 3.3.0 available.\u003c/p\u003e\n"],["\u003cp\u003eThis class is used for evaluating the prediction quality of labeled bounding boxes in image object detection problems.\u003c/p\u003e\n"],["\u003cp\u003eIt provides metrics such as \u003ccode\u003eBoundingBoxMeanAveragePrecision\u003c/code\u003e, \u003ccode\u003eBoundingBoxMetricsEntries\u003c/code\u003e, and \u003ccode\u003eEvaluatedBoundingBoxCount\u003c/code\u003e to assess the performance of the model.\u003c/p\u003e\n"],["\u003cp\u003eThe class implements multiple 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 functionality like deep cloning and buffer manipulation.\u003c/p\u003e\n"],["\u003cp\u003eThere are two constructors available for creating instances, one default constructor and another that takes an existing \u003ccode\u003eImageObjectDetectionEvaluationMetrics\u003c/code\u003e object for initialization.\u003c/p\u003e\n"]]],[],null,[]]
