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Keras 2.x Projects

You're reading from   Keras 2.x Projects 9 projects demonstrating faster experimentation of neural network and deep learning applications using Keras

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Product type Paperback
Published in Dec 2018
Publisher Packt
ISBN-13 9781789536645
Length 394 pages
Edition 1st Edition
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Author (1):
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Giuseppe Ciaburro Giuseppe Ciaburro
Author Profile Icon Giuseppe Ciaburro
Giuseppe Ciaburro
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Table of Contents (13) Chapters Close

Preface 1. Getting Started with Keras FREE CHAPTER 2. Modeling Real Estate Using Regression Analysis 3. Heart Disease Classification with Neural Networks 4. Concrete Quality Prediction Using Deep Neural Networks 5. Fashion Article Recognition Using Convolutional Neural Networks 6. Movie Reviews Sentiment Analysis Using Recurrent Neural Networks 7. Stock Volatility Forecasting Using Long Short-Term Memory 8. Reconstruction of Handwritten Digit Images Using Autoencoders 9. Robot Control System Using Deep Reinforcement Learning 10. Reuters Newswire Topics Classifier in Keras 11. What is Next? 12. Other Books You May Enjoy

Understanding computer vision concepts

Vision is perhaps the most important sense for human beings. It allows you to interact with the three-dimensional world, allowing for the recognition and location of objects in a scene; more generally, it allows us to perceive the rapid changes that take place in our surrounding environment. Of all of our sensory abilities, vision is widely recognized as the one with the greatest potential. Our eyes collect a band of electromagnetic radiation, which is rebounded on different surfaces and comes from different light sources, while the brain processes this information by forming the picture of the scene as we perceive it.

Computer vision is a discipline that studies how to enable computers to understand and interpret visual information that's present in images or videos. It also deals with the analysis of numerical images on the computer...

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