Using a Generative Adversarial Network (GAN) to Create Novel Artistic Images

Learning to capture the style of artists using small, inconsistent and customized data sets

Aakash Pydi
Towards Data Science
6 min readJun 9, 2019

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In this project I used a Generative Adversarial Network (GAN) architecture to generate NEW artistic images that capture the style of the Indian artists, Raja Ravi Varma [1848–1906] and Sattiraju Lakshmi Narayana (Bapu) [1933–2014]. (Link to Github Repo of Source Code).

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Code. Debug. Repeat. Currently an SDE II at Amazon AI (AWS SageMaker Hosting). Always promoting curiosity, camaraderie and compassion. All opinions are my own.