Sökning: "Douglas Garcia Torres"

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  1. 1. Generation of Synthetic Data with Generative Adversarial Networks

    Master-uppsats, KTH/Skolan för elektroteknik och datavetenskap (EECS)

    Författare :Douglas Garcia Torres; [2018]
    Nyckelord :Synthetic Data Generation; Generative Adversarial Networks; Machine Learning; Deep Learning; Neural Networks; Syntetisk Datagenerering; Generativa Adversariella Nätverk; Maskin-lärande; Djupt Lärande; Neurala Nätverk.;

    Sammanfattning : The aim of synthetic data generation is to provide data that is not real for cases where the use of real data is somehow limited. For example, when there is a need for larger volumes of data, when the data is sensitive to use, or simply when it is hard to get access to the real data. LÄS MER