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Sunday, April 23, 2017

Editing Photos with Neural Networks

In NVidia Blog, quite interesting piece on generating new photos from collections of photos.  In other words editing them.   The article is quite technical, but outlines  how new problems are being solved this way.  Also offers some software for your use.  Worth a look for those examining problems and methods.  Note the application of open source TensorFlow.

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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