DEVICE AND METHOD OF DIGITAL IMAGE CONTENT RECOGNITION, TRAINING OF THE SAME

A device for and computer implemented method of image content recognition and of training a neural network for image content recognition. The method comprising collecting a first set of digital images from a database, the first set of digital images is sampled from digital images assigned to a many...

Ausführliche Beschreibung

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Bibliographische Detailangaben
Hauptverfasser: Finnie, Nicole Ying, Staffler, Benedikt Sebastian
Format: Patent
Sprache:eng
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Beschreibung
Zusammenfassung:A device for and computer implemented method of image content recognition and of training a neural network for image content recognition. The method comprising collecting a first set of digital images from a database, the first set of digital images is sampled from digital images assigned to a many shot class; creating a first training set comprising the collected first set of digital images; training a first artificial neural network comprising a first feature extractor and a first classifier for classifying digital images using the first training set; collecting first parameters of the trained first feature extractor, collecting second parameters of the trained classifier, determining third parameters of a second feature extractor of a second artificial neural network depending on the first parameters, determining fourth parameters of a second classifier for classifying digital images of the second artificial neural network.