Convolutional Neural Networks in Python: Introduction to Convolutional Neural Networks

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Deep learning is a great part of various scientific areas and since this is my third publication regarding this matter, you know the great need for deep learning compared to traditional methods. At this time, you are also familiar with types of neural networks and their vast range of applications including image and conversation recognition, natural vocabulary processing, video game development, and others. This book is focused on convolutional neural networks as well as how to use these neural networks in various duties of automatic image and conversation reputation in Python. You'll also get a better insight in to the architecture of convolutional layers as we 're going further into this subject matter. Deep learning is really complex subject matter, but because you already have a simple understanding of this topic, getting to know convolutional neural networks better is the next logical step. What you will learn in Convolutional Neural Sites in Python:

  • Architecture of convolutional neural networks
  • Dealing with computer vision duties using convolutional neural networks
  • Python and computer vision
  • Automatic image and conversation recognition
  • Theano and TensorFlow image reputation
  • How to use MNIST vision dataset
  • What are commonly used convolutional filters
Get this publication today and find out more about convolutional neural networks in Python!


Category: Neural Networks

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Publisher

Anthony Williams
Language

English
ISBN

DATE

2017-09
Author

Anthony Williams

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