Practical machine learning and image processing : for facial recognition, object detection, and pattern recognition using Python /

Gain insights into image-processing methodologies and algorithms, using machine learning and neural networks in Python. This book begins with the environment setup, understanding basic image-processing terminology, and exploring Python concepts that will be useful for implementing the algorithms dis...

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Bibliographic Details
Call Number:Libro Electrónico
Main Author: Singh, Himanshu (Author)
Format: Electronic eBook
Language:Inglés
Published: [Berkeley, California] : Apress, [2019]
Subjects:
Machine learning.
Image processing > Digital techniques.
Python (Computer program language)
Optical data processing.
Apprentissage automatique.
Traitement d'images > Techniques numériques.
Python (Langage de programmation)
Traitement optique de l'information.
digital imaging.
Programming & scripting languages: general.
Computer programming / software development.
Artificial intelligence.
Computers > Programming Languages > General.
Computers > Programming > Open Source.
Computers > Programming Languages > Python.
Computers > Intelligence (AI) & Semantics.
Online Access:Texto completo (Requiere registro previo con correo institucional)
Table of Contents:
  • Setup environment
  • Introduction to image processing
  • Basics of Python and SciKit Image
  • Advanced image processing using OpenCV
  • Image processing using machine learning
  • Real-time use cases
  • Appendix: Important concepts and terminology.

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