XPSImageObjectDetectionEvaluationMetrics
import type { XPSImageObjectDetectionEvaluationMetrics } from "https://googleapis.deno.dev/v1/language:v2.ts";Model evaluation metrics for image object detection problems. Evaluates prediction quality of labeled bounding boxes.
interface XPSImageObjectDetectionEvaluationMetrics {
boundingBoxMeanAveragePrecision?: number;
boundingBoxMetricsEntries?: XPSBoundingBoxMetricsEntry[];
evaluatedBoundingBoxCount?: number;
}§Properties
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boundingBoxMeanAveragePrecision?: number
[src]The single metric for bounding boxes evaluation: the mean_average_precision averaged over all bounding_box_metrics_entries.
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boundingBoxMetricsEntries?: XPSBoundingBoxMetricsEntry[]
[src]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.