Practical Computer Vision Applications Using Deep Learning with CNNs With Detailed Examples in Python Using TensorFlow and Kivy

Practical Computer Vision Applications Using Deep Learning with CNNs With Detailed Examples in Python Using TensorFlow and Kivy / by Ahmed Fawzy Gad.

Deploy deep learning applications into production across multiple platforms. You will work on computer vision applications that use the convolutional neural network (CNN) deep learning model and Python. This book starts by explaining the traditional machine-learning pipeline, where you will analyze...

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Bibliographic Details
Main Author: Gad, Ahmed Fawzy (Author)
Corporate Author: SpringerLink (Online service)
Format: eBook
Language:English
Published: Berkeley, CA : Apress : Imprint: Apress, 2018.
Edition:1st ed. 2018.
Series:Springer eBook Collection.
Subjects:
Artificial intelligence.
Python (Computer program language).
Open source software.
Computer programming.
Electronic resources (E-books)
Online Access:Click to view e-book
Holy Cross Note:Loaded electronically.
Electronic access restricted to members of the Holy Cross Community.
Table of Contents:
  • 1. Recognition in Computer Vision
  • 2. Artificial Neural Network
  • 3. Classification using ANN with Engineered Features
  • 4. ANN Parameters Optimization
  • 5. Convolutional Neural Networks
  • 6. TensorFlow Recognition Application
  • 7. Deploying Pre-Trained Models
  • 8. Cross-Platform Data Science Applications.Appendix: Uploading Projects to PyPI.

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