google.cloud.automl.v1beta1.ImageObjectDetectionEvaluationMetrics
*/
class ImageObjectDetectionEvaluationMetrics extends \Google\Protobuf\Internal\Message
{
/**
* Output only. The total number of bounding boxes (i.e. summed over all
* images) the ground truth used to create this evaluation had.
*
* Generated from protobuf field int32 evaluated_bounding_box_count = 1;
*/
private $evaluated_bounding_box_count = 0;
/**
* 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.
*
* Generated from protobuf field repeated .google.cloud.automl.v1beta1.BoundingBoxMetricsEntry bounding_box_metrics_entries = 2;
*/
private $bounding_box_metrics_entries;
/**
* Output only. The single metric for bounding boxes evaluation:
* the mean_average_precision averaged over all bounding_box_metrics_entries.
*
* Generated from protobuf field float bounding_box_mean_average_precision = 3;
*/
private $bounding_box_mean_average_precision = 0.0;
/**
* Constructor.
*
* @param array $data {
* Optional. Data for populating the Message object.
*
* @type int $evaluated_bounding_box_count
* Output only. The total number of bounding boxes (i.e. summed over all
* images) the ground truth used to create this evaluation had.
* @type array<\Google\Cloud\AutoMl\V1beta1\BoundingBoxMetricsEntry>|\Google\Protobuf\Internal\RepeatedField $bounding_box_metrics_entries
* 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.
* @type float $bounding_box_mean_average_precision
* Output only. The single metric for bounding boxes evaluation:
* the mean_average_precision averaged over all bounding_box_metrics_entries.
* }
*/
public function __construct($data = NULL) {
\GPBMetadata\Google\Cloud\Automl\V1Beta1\Detection::initOnce();
parent::__construct($data);
}
/**
* Output only. The total number of bounding boxes (i.e. summed over all
* images) the ground truth used to create this evaluation had.
*
* Generated from protobuf field int32 evaluated_bounding_box_count = 1;
* @return int
*/
public function getEvaluatedBoundingBoxCount()
{
return $this->evaluated_bounding_box_count;
}
/**
* Output only. The total number of bounding boxes (i.e. summed over all
* images) the ground truth used to create this evaluation had.
*
* Generated from protobuf field int32 evaluated_bounding_box_count = 1;
* @param int $var
* @return $this
*/
public function setEvaluatedBoundingBoxCount($var)
{
GPBUtil::checkInt32($var);
$this->evaluated_bounding_box_count = $var;
return $this;
}
/**
* 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.
*
* Generated from protobuf field repeated .google.cloud.automl.v1beta1.BoundingBoxMetricsEntry bounding_box_metrics_entries = 2;
* @return \Google\Protobuf\Internal\RepeatedField
*/
public function getBoundingBoxMetricsEntries()
{
return $this->bounding_box_metrics_entries;
}
/**
* 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.
*
* Generated from protobuf field repeated .google.cloud.automl.v1beta1.BoundingBoxMetricsEntry bounding_box_metrics_entries = 2;
* @param array<\Google\Cloud\AutoMl\V1beta1\BoundingBoxMetricsEntry>|\Google\Protobuf\Internal\RepeatedField $var
* @return $this
*/
public function setBoundingBoxMetricsEntries($var)
{
$arr = GPBUtil::checkRepeatedField($var, \Google\Protobuf\Internal\GPBType::MESSAGE, \Google\Cloud\AutoMl\V1beta1\BoundingBoxMetricsEntry::class);
$this->bounding_box_metrics_entries = $arr;
return $this;
}
/**
* Output only. The single metric for bounding boxes evaluation:
* the mean_average_precision averaged over all bounding_box_metrics_entries.
*
* Generated from protobuf field float bounding_box_mean_average_precision = 3;
* @return float
*/
public function getBoundingBoxMeanAveragePrecision()
{
return $this->bounding_box_mean_average_precision;
}
/**
* Output only. The single metric for bounding boxes evaluation:
* the mean_average_precision averaged over all bounding_box_metrics_entries.
*
* Generated from protobuf field float bounding_box_mean_average_precision = 3;
* @param float $var
* @return $this
*/
public function setBoundingBoxMeanAveragePrecision($var)
{
GPBUtil::checkFloat($var);
$this->bounding_box_mean_average_precision = $var;
return $this;
}
}