Generating Synthetic Schematics with Generative Adversarial Networks

Generating Synthetic Schematics with Generative Adversarial Networks

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 verbos...

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Bibliographic Details
Main Author: Daley Jr, John
Format: Others
Language:English
Published: Högskolan Kristianstad, Fakulteten för naturvetenskap 2020
Subjects:
Synthetic data
generative adversarial network
machine learning
convolutional neural network
python
tensorflow
blueprints
Pix2Pix
Computer Sciences
Datavetenskap (datalogi)
Online Access:http://urn.kb.se/resolve?urn=urn:nbn:se:hkr:diva-20901

Internet

http://urn.kb.se/resolve?urn=urn:nbn:se:hkr:diva-20901

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