Practical convolutional neural networks

Practical convolutional neural networks: implement advanced deep learning models using Python

by Sewak, Mohit

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Title Statements

  • Full title :Practical convolutional neural networks : implement advanced deep learning models using Python / Mohit Sewak, Md. Rezaul Karim, Pradeep Pujari.

Edition Statements

  • Publication Date:2018.

Publication Statements

  • Publisher(s):Packt Publishing
  • Place of Publication:Birmingham, UK
  • Language:eng
  • Publication Date:2018.

The Physical Object

  • Description:1 online resource (1 volume) : : illustrations

Edition Identifiers

  • ISBN:9781788394147, 1788394143
  • oclc:on1030304642
  • LC Classification:QA76.87
  • Dewey Decimal:006.32

Table of Contents

Table of Contents Deep Neural Networks -- Overview Introduction to Convolutional Neural Networks Build Your First CNN and Performance Optimization Popular CNN Model's Architectures Transfer Learning Autoencoders for CNN Object Detection with CNN Generative Adversarial Network Visual Attention Based CNN.

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Subjects

Apprentissage automatique artificial intelligence Computer vision Computers -- Image Processing COMPUTERS -- Information Technology COMPUTERS -- Intelligence (AI) & Semant… Information technology: general issues Machine learning Neural networks (Computer science) Python (Computer program language) Python (Langage de programmation) Réseaux neuronaux (Informatique) Vision par ordinateur

Writers

Sewak, Mohit Karim, Rezaul Pujari, Pradeep

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