EP 3899798 A1 20211027 - METHOD AND DEVICE FOR OPERATING A MACHINE LEARNING MODEL
Title (en)
METHOD AND DEVICE FOR OPERATING A MACHINE LEARNING MODEL
Title (de)
VERFAHREN UND VORRICHTUNG ZUM BETREIBEN EINES MASCHINENLERNMODELLS
Title (fr)
PROCÉDÉ ET DISPOSITIF DE FONCTIONNEMENT D'UN MODÈLE D'APPRENTISSAGE AUTOMATIQUE
Publication
Application
Priority
- DE 102018222202 A 20181218
- EP 2019082486 W 20191125
Abstract (en)
[origin: WO2020126339A1] The invention relates to a method for operating a machine learning model (6, 6a), comprising the following steps during a training phase (200): receiving selected multidimensional training data (10); selecting subsets (11) from the received training data (10); generating a training data set (12), wherein the training data set (12) includes data set elements (13) which are generated on the basis of the selected subsets (11); training the machine learning model (6) by means of the training data set (12); and/or comprising the following steps during an inference phase (300): receiving sensor data (20) of at least one sensor; selecting subsets (21) from the received sensor data (20); generating a data stack (22), wherein the data stack (22) includes the respective selected subsets (21) as stack elements (23); applying the, or a, machine learning model (6a) trained according to the steps of the training phase (200) to every stack element (23) of the data stack (22), wherein the application occurs simultaneously, and deducing an inference result (24); and outputting the inference result (24). The invention also relates to a device (1).
IPC 8 full level
G06N 3/02 (2006.01); G06T 7/10 (2017.01); G06V 10/764 (2022.01)
CPC (source: EP US)
G06F 17/16 (2013.01 - US); G06F 18/214 (2023.01 - US); G06N 3/08 (2013.01 - EP US); G06V 10/454 (2022.01 - EP US); G06V 10/764 (2022.01 - EP US); G06V 10/82 (2022.01 - EP US); G06V 20/58 (2022.01 - EP US); G06V 40/103 (2022.01 - EP US); G06N 3/045 (2023.01 - EP); G06N 7/01 (2023.01 - EP); G06N 20/10 (2019.01 - EP)
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 102018222202 A1 20200618; EP 3899798 A1 20211027; US 2022044118 A1 20220210; WO 2020126339 A1 20200625
DOCDB simple family (application)
DE 102018222202 A 20181218; EP 19809796 A 20191125; EP 2019082486 W 20191125; US 201917414675 A 20191125