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Artificial Intelligence with Python Cookbook

You're reading from   Artificial Intelligence with Python Cookbook Proven recipes for applying AI algorithms and deep learning techniques using TensorFlow 2.x and PyTorch 1.6

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Product type Paperback
Published in Oct 2020
Publisher Packt
ISBN-13 9781789133967
Length 468 pages
Edition 1st Edition
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Authors (2):
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Ritesh Kumar Ritesh Kumar
Author Profile Icon Ritesh Kumar
Ritesh Kumar
Ben Auffarth Ben Auffarth
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Ben Auffarth
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Table of Contents (13) Chapters Close

Preface 1. Getting Started with Artificial Intelligence in Python 2. Advanced Topics in Supervised Machine Learning FREE CHAPTER 3. Patterns, Outliers, and Recommendations 4. Probabilistic Modeling 5. Heuristic Search Techniques and Logical Inference 6. Deep Reinforcement Learning 7. Advanced Image Applications 8. Working with Moving Images 9. Deep Learning in Audio and Speech 10. Natural Language Processing 11. Artificial Intelligence in Production 12. Other Books You May Enjoy

Faking videos

A deep fake is a manipulated video produced by the application of deep learning. Potential unethical uses have been around in the media for a while. You can imagine how this would end up in the hands of a propaganda mechanism trying to destabilize a government. Please note that we are advising against producing deep fakes for nefarious purposes.

There are ethical applications of the deep fake technology, and some of them are a lot of fun. Have you ever wondered how Sylvester Stallone may have looked in Terminator? Today you can!

In this recipe, we'll learn how to create a deep fake with Python. We'll download public domain videos of two films, and we'll produce a deep fake by replacing one face with another. Charade was a 1963 film directed by Stanley Donen in a style reminiscent of a Hitchcock film. It pairs off Cary Grant in his mid-fifties and Audrey Hepburn in her early 30s. We thought we'd make the pairing more age-appropriate. After some searching...

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