XPSVideoObjectTrackingEvaluationMetrics

import type { XPSVideoObjectTrackingEvaluationMetrics } from "https://googleapis.deno.dev/v1/language:v2.ts";

Model evaluation metrics for ObjectTracking problems. Next tag: 10.

interface XPSVideoObjectTrackingEvaluationMetrics {

boundingBoxMeanAveragePrecision?: number;

boundingBoxMetricsEntries?: XPSBoundingBoxMetricsEntry[];

evaluatedBoundingboxCount?: number;

evaluatedFrameCount?: number;

evaluatedTrackCount?: number;

trackMeanAveragePrecision?: number;

trackMeanBoundingBoxIou?: number;

trackMeanMismatchRate?: number;

trackMetricsEntries?: XPSTrackMetricsEntry[];

}

§Properties

boundingBoxMeanAveragePrecision?: number

Output only. The single metric for bounding boxes evaluation: the mean_average_precision averaged over all bounding_box_metrics_entries.

boundingBoxMetricsEntries?: XPSBoundingBoxMetricsEntry[]

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.

evaluatedBoundingboxCount?: number

The number of bounding boxes used for model evaluation.

evaluatedFrameCount?: number

The number of video frames used for model evaluation.

evaluatedTrackCount?: number

The number of tracks used for model evaluation.

trackMeanAveragePrecision?: number

Output only. The single metric for tracks accuracy evaluation: the mean_average_precision averaged over all track_metrics_entries.

trackMeanBoundingBoxIou?: number

Output only. The single metric for tracks bounding box iou evaluation: the mean_bounding_box_iou averaged over all track_metrics_entries.

trackMeanMismatchRate?: number

Output only. The single metric for tracking consistency evaluation: the mean_mismatch_rate averaged over all track_metrics_entries.

trackMetricsEntries?: XPSTrackMetricsEntry[]

Output only. The tracks match metrics for each Intersection-over-union threshold 0.05,0.10,...,0.95,0.96,0.97,0.98,0.99.