Neural networks with Keras cookbook : over 70 recipes leveraging deep learning techniques across image, text, audio, and game bots [E-Book] / V Kishore Ayyadevara.
Ayyadevara, V Kishore, (author)
1st edition
Birmingham : Packt Publishing, 2019
558 pages (online resource)
englisch
9781789342109
9781789346640
Full Text
Table of Contents:
  • Neural networks with Keras cookbook : over 70 recipes leveraging deep learning techniques across image, text, audio, and game bots
  • Dedication
  • About Packt
  • Contributors
  • Table of Contents
  • Preface
  • Chapter 1: Building a Feedforward Neural Network
  • Chapter 2: Building a Deep Feedforward Neural Network
  • Chapter 3: Applications of Deep Feedforward Neural Networks
  • Chapter 4: Building a Deep Convolutional Neural Network
  • Chapter 5: Transfer Learning
  • Chapter 6: Detecting and Localizing Objects in Images
  • Chapter 7: Image Analysis Applications in Self-Driving Cars
  • Chapter 8: Image Generation
  • Chapter 9: Encoding Inputs
  • Chapter 10: Text Analysis Using Word Vectors
  • Chapter 11: Building a Recurrent Neural Network
  • Chapter 12: Applications of a Many-to-One Architecture RNN
  • Chapter 13: Sequence-to-Sequence Learning
  • Chapter 14: End-to-End Learning
  • Chapter 15: Audio Analysis
  • Chapter 16: Reinforcement Learning
  • Other Books You May Enjoy
  • Index.