Deep learning system

A machine learning system is provided to enhance various aspects of machine learning models. In some aspects, a substantially photorealistic three-dimensional (3D) graphical model of an object is accessed and a set of training images of the 3D graphical mode are generated, the set of training images...

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Bibliographic Details
Main Authors Buckley, Léonie Raideen, Park, Mi Sun, Palla, Alessandro, Brick, Cormac M, Xu, Xiaofan, Rodríguez Martín de la Sierra, Luis M, Moloney, David Macdara, Byrne, Jonathan David, Márquez Rodríguez-Peral, Carlos, Peña Carillo, Dexmont Alejandro
Format Patent
LanguageEnglish
Published 13.02.2024
Subjects
CALCULATING
COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS
COMPUTING
COUNTING
IMAGE DATA PROCESSING OR GENERATION, IN GENERAL
PHYSICS
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Summary:A machine learning system is provided to enhance various aspects of machine learning models. In some aspects, a substantially photorealistic three-dimensional (3D) graphical model of an object is accessed and a set of training images of the 3D graphical mode are generated, the set of training images generated to add imperfections and degrade photorealistic quality of the training images. The set of training images are provided as training data to train an artificial neural network.
Bibliography:Application Number: US201917058126