Convolutional neural networks for image processing

Daniel Palacios Hidalgo · 2018

In this paper related to the Final Degree Project of Daniel Palacios Hidalgo under the supervision of Ramon Baldrich and with the support of the Autonomous University of Barcelona, the original Style Transfer Algorithm, a Denoising Convolutional Network and a Deep Dreaming network will be exposed in depth. The main purpose of this project is the understanding of how they work, how to implement them and finally, evaluate their results to compare them against the original implementations of their respective authors using Pytorch framework.

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