How to Generate Video - Intro to Deep Learning #15

Generative Adversarial Networks. It's time. We're going to use a Deep Convolutional GAN to generate images of the alien language from the movie arrival that we can then stitch together to animate into video. I'll go over the architecture of a GAN and then we'll implement one ourselves! Code for this video (coding challenge included): https://github.com/llSourcell/how_to_generate_video Nemanja's winning code: https://github.com/Nemzy/video_generator Niyas' Runner up code: https://github.com/niazangels/vae-pokedex and his blog post: https://hackernoon.com/how-to-autoencode-your-pok%C3%A9mon-6b0f5c7b7d97 Please Subscribe! And like. and comment. That's what keeps me going. More Learning Resources: http://blog.aylien.com/introduction-generative-adversarial-networks-code-tensorflow/ https://blog.openai.com/generative-models/ http://cs.stanford.edu/people/karpathy/gan/ https://channel9.msdn.com/Events/Neural-Information-Processing-Systems-Conference/Neural-Information-Processing-Systems-Conference-NIPS-2016/Generative-Adversarial-Networks http://wiseodd.github.io/techblog/2016/09/17/gan-tensorflow/ https://www.slideshare.net/ThomasDaSilvaPaula/a-very-gentle-introduction-to-generative-adversarial-networks-aka-gans-71614428 http://blog.evjang.com/2016/06/generative-adversarial-nets-in.html https://medium.com/@awjuliani/generative-adversarial-networks-explained-with-a-classic-spongebob-squarepants-episode-54deab2fce39 Join us in the Wizards Slack channel: http://wizards.herokuapp.com/ And please support me on Patreon: https://www.patreon.com/user?u=3191693 Follow me: Twitter: https://twitter.com/sirajraval Facebook: https://www.facebook.com/sirajology Instagram: https://www.instagram.com/sirajraval/ Instagram: https://www.instagram.com/sirajraval/