#tensorflow #styletransfer #tensorflowhub #python

In this episode, I will show you how to make really cool style transfer videos. You can do this either on your computer if you have an Nvidia GPU or on Google Colab, which gives you free access to a GPU.
To make my style transfer videos, I will be using some famous paintings like Starry Night from Van Gogh, the Munch Scream by Edvard Munch, just to name a couple.

Fast Style Transfer

Fast Style Transfer is a technique in which given a content image and a style image, you apply the style image to the content image and you get as a result a new stylized image that incorporates the style of the given style image. Simple right?

Tensorflow Hub

For this tutorial, I will be using Tensorflow 2 and a pre-trained style transfer Deep Neural Network model from the Tensorflow Hub.
The Tensorflow Hub is a repository of pre-trained models that you can fine-tune and you can deploy immediately, with a minimum amount of code and effort.

Without further ado, let’s get started!

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RESOURCES

Tensorflow 2 Style Transfer Tutorial – https://www.tensorflow.org/hub/tutorials/tf2_arbitrary_image_stylization

SOURCE CODE:

https://github.com/armindocachada/fast-style-transfer-tensorflowjs/blob/main/style_transfer.ipynb

RELATED VIDEOS

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A demo of Real-time Fast Style Transfer model with Tensorflow.js and REACT/Next.js in the Browser

TIMESTAMPS

0:00 Introduction
1:00 Starting Anaconda

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