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
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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/
Signup for my newsletter for exciting updates in the field of AI:
https://goo.gl/FZzJ5w
Hit the Join button above to sign up to become a member of my channel for access to exclusive content! Join my AI community: http://chatgptschool.io/
