EP 4066156 A1 20221005 - METHOD FOR CALCULATING A MEASURE OF QUALITY FOR EVALUATING AN OBJECT DETECTION ALGORITHM
Title (en)
METHOD FOR CALCULATING A MEASURE OF QUALITY FOR EVALUATING AN OBJECT DETECTION ALGORITHM
Title (de)
VERFAHREN ZUR BERECHNUNG EINES QUALITÄTSMAßES ZUR BEWERTUNG EINES OBJEKTDETEKTIONSALGORITHMUS
Title (fr)
PROCÉDÉ DE CALCUL D'UNE MESURE DE QUALITÉ POUR ÉVALUER UN ALGORITHME DE DÉTECTION D'OBJET
Publication
Application
Priority
- DE 102019218483 A 20191128
- EP 2020080377 W 20201029
Abstract (en)
[origin: WO2021104789A1] The invention describes a method for calculating a measure of quality of a computer-implemented object detection algorithm, which can be used in particular to enable the object detection algorithm for partially, highly or fully automated robots, said method comprising the following steps: • assigning (101) determined object detections to annotations, said object detections and/or annotations corresponding to bounding boxes; • determining (102) deviations, in particular distances, of the annotations from their assigned object detections; • calculating (103) the measure of quality of the object detection algorithm on the basis of the determined deviations, the measure of quality representing a probability that a deviation of an object detection from the annotation assigned to it falls below or exceeds a pre-defined threshold value.
IPC 8 full level
B60W 40/10 (2012.01); G06K 9/62 (2022.01)
CPC (source: EP US)
G06F 18/24133 (2023.01 - EP); G06V 10/82 (2022.01 - EP US); G06V 10/993 (2022.01 - EP US); G06V 20/58 (2022.01 - US); G06V 30/414 (2022.01 - US)
Citation (search report)
See references of WO 2021104789A1
Designated contracting state (EPC)
AL AT BE BG CH CY CZ DE DK EE ES FI FR GB GR HR HU IE IS IT LI LT LU LV MC MK MT NL NO PL PT RO RS SE SI SK SM TR
Designated extension state (EPC)
BA ME
DOCDB simple family (publication)
DE 102019218483 A1 20210602; CN 114787877 A 20220722; EP 4066156 A1 20221005; US 2022398837 A1 20221215; WO 2021104789 A1 20210603
DOCDB simple family (application)
DE 102019218483 A 20191128; CN 202080083444 A 20201029; EP 2020080377 W 20201029; EP 20800096 A 20201029; US 202017777222 A 20201029