Photo Editing with Generative Adversarial Networks (Part 1)
Tagged Deep Learning, DIGITS, GAN, TensorFlow
... Adversarial training (also called GAN for Generative Adversarial Networks), and the variations that are now being proposed, is the most interesting idea in the last 10 years in ML, in my opinion.
– Yann LeCun, 2016 [1].
You heard it from the Deep Learning guru: Generative Adversarial Networks [2] are a very hot topic in Machine Learning. In this post I will explore various ways of using a GAN to create previously unseen images. I provide source code in Tensorflow and a modified version of DIGITS that you are free to use if you wish to try it out yourself ...."
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