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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

Optical character recognition

We have always been particularly sensitive to the problem of the automatic recognition of writing in order to achieve a simpler interaction between humans and machines. Especially in the last few years, this problem has found interesting developments and more and more efficient solutions thanks to a very strong economic interest and an ever-greater capacity to process the data of modern computers. In particular, some countries, such as Japan, and Asian countries in general, are investing heavily in terms of research and financial resources, making state-of-the-art OCR.

It is easy to understand the interest of these countries in this field of research. In fact, we try to create devices able to interpret the ideograms characteristic of those cultures to allow greater comfort in the interaction with the machines. Since there are currently no input devices...

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