EPISODE · Jul 9, 2018 · 12 MIN
Research to Code - Machine Learning tutorial
from Siraj Raval
A lot of times, research papers don't have an associated codebase that you can browse and run yourself. In cases like that, you'll have to code up the paper yourself. That is easier said than done, and in this video i'll show you how you should read and dissect a research paper so you can quickly implement it programmatically. The paper we'll be implementing in this video is called Neural Style transfer, that applies artistic filters to an image using 3 loss functions. Its a great starting point, i'll demo it using code, animations, and math. Enjoy! Code for this video: https://github.com/llSourcell/Research_to_Code Please Subscribe! And like. And comment. That's what keeps me going. Want more education? Connect with me here: Twitter: https://twitter.com/sirajraval Facebook: https://www.facebook.com/sirajology instagram: https://www.instagram.com/sirajraval Linkedin: https://www.linkedin.com/in/sirajraval/ More learning resources; https://www.youtube.com/watch?v=-mu3TYZ_udM&t=2s https://www.youtube.com/watch?v=SHTOI0KtZnU https://medium.com/artists-and-machine-intelligence/neural-artistic-style-transfer-a-comprehensive-look-f54d8649c199 https://github.com/anishathalye/neural-style Join us in the Wizards Slack channel: http://wizards.herokuapp.com/ And please support me on Patreon: https://www.patreon.com/user?u=3191693
What this episode covers
A lot of times, research papers don't have an associated codebase that you can browse and run yourself. In cases like that, you'll have to code up the paper yourself. That is easier said than done, and in this video i'll show you how you should read and dissect a research paper so you can quickly implement it programmatically. The paper we'll be implementing in this video is called Neural Style transfer, that applies artistic filters to an image using 3 loss functions. Its a great starting point, i'll demo it using code, animations, and math. Enjoy! Code for this video: https://github.com/llSourcell/Research_to_Code Please Subscribe! And like. And comment. That's what keeps me going. Want more education? Connect with me here: Twitter: https://twitter.com/sirajraval Facebook: https://www.facebook.com/sirajology instagram: https://www.instagram.com/sirajraval Linkedin: https://www.linkedin.com/in/sirajraval/ More learning resources; https://www.youtube.com/watch?v=-mu3TYZ_udM&t=2s https://www.youtube.com/watch?v=SHTOI0KtZnU https://medium.com/artists-and-machine-intelligence/neural-artistic-style-transfer-a-comprehensive-look-f54d8649c199 https://github.com/anishathalye/neural-style 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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Research to Code - Machine Learning tutorial
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