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Neural Style Transfer with TensorFlow
  • Level Intermediate
  • Duration 2 hours
  • Offered by

About

In this 2-hour long project-based course, you will learn the basics of Neural Style Transfer with TensorFlow. Neural Style Transfer is a technique to apply stylistic features of a Style image onto a Content image while retaining the Content's overall structure and complex features. We will see how to create content and style models, compute content and style costs and ultimately run a training loop to optimize a proposed image which retains content features while imparting stylistic features from another image. This course runs on Coursera's hands-on project platform called Rhyme. On Rhyme, you do projects in a hands-on manner in your browser. You will get instant access to pre-configured cloud desktops containing all of the software and data you need for the project. Everything is already set up directly in your internet browser so you can just focus on learning. For this project, you'll get instant access to a cloud desktop with Python, Jupyter, and Tensorflow pre-installed. Note: This course works best for learners who are based in the North America region. We're currently working on providing the same experience in other regions.

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Unlock the creative potential of AI with our "Neural Style Transfer with TensorFlow" course, ideal for professionals eager to delve into the fascinating world of Data Science & AI. In just 2 hours, this project-based course will guide you through the essentials of Neural Style Transfer, a groundbreaking technique that blends the stylistic elements of one image with the structural content of another. Under the expert guidance of Coursera, you'll learn to construct content and style models, calculate associated costs, and execute a training loop that produces a unique, optimized image. The hands-on approach is facilitated by Coursera's Rhyme platform, offering immediate access to a pre-configured cloud desktop equipped with Python, Jupyter, and TensorFlow. This seamless setup allows you to concentrate solely on mastering the material without worrying about software installations. While the course is most beneficial for learners in North America, efforts are underway to extend this comprehensive learning experience globally. Subscribe to the Starter plan and join a vibrant community of AI enthusiasts ready to transform their skills and creativity.