EPISODE · Jul 21, 2018 · 38 MIN
Machine Learning API Tutorial (LIVE)
from Siraj Raval
Lets build a simple machine learning API together! I'll use the now classic neural style transfer algorithm to create a simple API that takes in an image and returns a stylized version of it. We'll use the FloydHub cloud service to both train and serve our model in the cloud. We can easily turn a deep neural network into a REST API that anyone can use, i'll detail those steps in this live stream and we'll build it using Tensorflow. Code for this video: https://github.com/llSourcell/Machine-Learning-API-Tutorial Please Subscribe! And like. And comment. That's what keeps me going. Want more education? Connect with me here: Twitter: https://twitter.com/sirajraval instagram: https://www.instagram.com/sirajraval Facebook: https://www.facebook.com/sirajology This video is apart of my Machine Learning Journey course: https://github.com/llSourcell/Machine_Learning_Journey More Learning Resources: https://docs.floydhub.com/getstarted/quick_start/ https://harishnarayanan.org/writing/artistic-style-transfer/ https://medium.com/artists-and-machine-intelligence/neural-artistic-style-transfer-a-comprehensive-look-f54d8649c199 https://blog.paperspace.com/art-with-neural-networks/ https://rare-technologies.com/machine-learning-benchmarks-hardware-providers-gpu-part-2/ Join us in the Wizards Slack channel: http://wizards.herokuapp.com/ Sign up for the next course at The School of AI: https://www.theschool.ai And please support me on Patreon: https://www.patreon.com/user?u=3191693
What this episode covers
Lets build a simple machine learning API together! I'll use the now classic neural style transfer algorithm to create a simple API that takes in an image and returns a stylized version of it. We'll use the FloydHub cloud service to both train and serve our model in the cloud. We can easily turn a deep neural network into a REST API that anyone can use, i'll detail those steps in this live stream and we'll build it using Tensorflow. Code for this video: https://github.com/llSourcell/Machine-Learning-API-Tutorial Please Subscribe! And like. And comment. That's what keeps me going. Want more education? Connect with me here: Twitter: https://twitter.com/sirajraval instagram: https://www.instagram.com/sirajraval Facebook: https://www.facebook.com/sirajology This video is apart of my Machine Learning Journey course: https://github.com/llSourcell/Machine_Learning_Journey More Learning Resources: https://docs.floydhub.com/getstarted/quick_start/ https://harishnarayanan.org/writing/artistic-style-transfer/ https://medium.com/artists-and-machine-intelligence/neural-artistic-style-transfer-a-comprehensive-look-f54d8649c199 https://blog.paperspace.com/art-with-neural-networks/ https://rare-technologies.com/machine-learning-benchmarks-hardware-providers-gpu-part-2/ Join us in the Wizards Slack channel: http://wizards.herokuapp.com/ Sign up for the next course at The School of AI: https://www.theschool.ai And please support me on Patreon: https://www.patreon.com/user?u=3191693
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Machine Learning API Tutorial (LIVE)
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