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Multiple Generative Adversarial Networks Analysis for Predicting Photographers Retouching

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Document pages: 17 pages

Abstract: Anyone can take a photo, but not everybody has the ability to retouch theirpictures and obtain result close to professional. Since it is not possible toask experts to retouch thousands of pictures, we thought about teaching a pieceof software how to reproduce the work of those said experts. This study aims toexplore the possibility to use deep learning methods and more specifically,generative adversarial networks (GANs), to mimic artists retouching and findwhich one of the studied models provides the best results.

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