METHOD AND APPARATUS TO TRAIN IMAGE RECOGNITION MODEL, AND IMAGE RECOGNITION METHOD AND APPARATUS

METHOD AND APPARATUS TO TRAIN IMAGE RECOGNITION MODEL, AND IMAGE RECOGNITION METHOD AND APPARATUS

An apparatus and method to train an image recognition model to accurately estimate a location of a reference point for each class of landmark is disclosed. The apparatus and method use the image recognition model, which is trained based on calculating a class loss and a class-dependent localization...

Ausführliche Beschreibung

Gespeichert in:
Bibliographische Detailangaben
Hauptverfasser: CHANG, Hyun Sung, LEE, Wonhee, SON, Minjung, JUNG, Kyungboo
Format: Patent
Sprache:eng ; fre ; ger
Schlagworte:
CALCULATING
COMPUTING
COUNTING
PHYSICS
Online-Zugang:Volltext bestellen
Tags: Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
Beschreibung
Zusammenfassung:An apparatus and method to train an image recognition model to accurately estimate a location of a reference point for each class of landmark is disclosed. The apparatus and method use the image recognition model, which is trained based on calculating a class loss and a class-dependent localization loss from training data based on an image recognition model and training the image recognition model using a total loss comprising the class loss and the localization loss.