PatchedQualitySettingsRequest class reference

Properties

Name Type Description Notes
target_metric bool, date, datetime, dict, float, int, list, str, none_type The primary metric used for quality estimation * accuracy - ACCURACY * precision - PRECISION * recall - RECALL [optional]
target_metric_threshold float Defines the minimal quality requirements in terms of the selected target metric. [optional]
max_validations_per_job int The maximum number of job validation attempts for the job assignee. The job can be automatically accepted if the job quality is above the required threshold, defined by the target threshold parameter. [optional]
iou_threshold float Used for distinction between matched / unmatched shapes [optional]
oks_sigma float Like IoU threshold, but for points. The percent of the bbox area, used as the radius of the circle around the GT point, where the checked point is expected to be. Read more: https://cocodataset.org/#keypoints-eval [optional]
line_thickness float Thickness of polylines, relatively to the (image area) ^ 0.5. The distance to the boundary around the GT line, inside of which the checked line points should be [optional]
low_overlap_threshold float Used for distinction between strong / weak (low_overlap) matches [optional]
compare_line_orientation bool Enables or disables polyline orientation comparison [optional]
line_orientation_threshold float The minimal gain in the GT IoU between the given and reversed line directions to consider the line inverted. Only used when the ‘compare_line_orientation’ parameter is true [optional]
compare_groups bool Enables or disables annotation group checks [optional]
group_match_threshold float Minimal IoU for groups to be considered matching. Only used when the ‘compare_groups’ parameter is true [optional]
check_covered_annotations bool Check for partially-covered annotations, useful in segmentation tasks [optional]
object_visibility_threshold float Minimal visible area percent of the spatial annotations (polygons, masks) for reporting covered annotations. Only used when the ‘object_visibility_threshold’ parameter is true [optional]
panoptic_comparison bool Use only the visible part of the masks and polygons in comparisons [optional]
compare_attributes bool Enables or disables annotation attribute comparison [optional]