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  1. 1. Generating Synthetic Schematics with Generative Adversarial Networks

    University essay from Högskolan Kristianstad/Fakulteten för naturvetenskap

    Author : John Daley Jr; [2020]
    Keywords : Synthetic data; generative adversarial network; machine learning; convolutional neural network; python; tensorflow; blueprints; Pix2Pix;

    Abstract : This study investigates synthetic schematic generation using conditional generative adversarial networks, specifically the Pix2Pix algorithm was implemented for the experimental phase of the study. With the increase in deep neural network’s capabilities and availability, there is a demand for verbose datasets. READ MORE