EPISODE · Mar 8, 2017 · 1H 6M
How to Do Style Transfer with Tensorflow (LIVE)
from Siraj Raval
We're going to learn about all the details of style transfer (especially the math) using just Tensorflow. The goal of this session is for you to understand the details behind how style+content loss is calculated and minimized. We'll also talk about future discoveries. Code for this video: https://github.com/llSourcell/How_to_do_style_transfer_in_tensorflow Learning resources: http://www.makeuseof.com/tag/create-neural-paintings-deepstyle-ubuntu/ https://blog.paperspace.com/art-with-neural-networks/ https://www.tensorflow.org/versions/r0.11/how_tos/ https://no2147483647.wordpress.com/2015/12/21/deep-learning-for-hackers-with-mxnet-2/ https://code.facebook.com/posts/196146247499076/delivering-real-time-ai-in-the-palm-of-your-hand/ http://kawahara.ca/deep-dreams-and-a-neural-algorithm-of-artistic-style-slides-and-explanations/ http://www.chioka.in/tensorflow-implementation-neural-algorithm-of-artistic-style Please subscribe! And like. And comment. That's what keeps me goin 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/
What this episode covers
We're going to learn about all the details of style transfer (especially the math) using just Tensorflow. The goal of this session is for you to understand the details behind how style+content loss is calculated and minimized. We'll also talk about future discoveries. Code for this video: https://github.com/llSourcell/How_to_do_style_transfer_in_tensorflow Learning resources: http://www.makeuseof.com/tag/create-neural-paintings-deepstyle-ubuntu/ https://blog.paperspace.com/art-with-neural-networks/ https://www.tensorflow.org/versions/r0.11/how_tos/ https://no2147483647.wordpress.com/2015/12/21/deep-learning-for-hackers-with-mxnet-2/ https://code.facebook.com/posts/196146247499076/delivering-real-time-ai-in-the-palm-of-your-hand/ http://kawahara.ca/deep-dreams-and-a-neural-algorithm-of-artistic-style-slides-and-explanations/ http://www.chioka.in/tensorflow-implementation-neural-algorithm-of-artistic-style Please subscribe! And like. And comment. That's what keeps me goin 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/
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How to Do Style Transfer with Tensorflow (LIVE)
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