Home | Amazing | Today | Tags | Publishers | Years | Account | Search 
Practical Machine Learning and Image Processing: For Facial Recognition, Object Detection, and Pattern Recognition Using Python

Buy
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 discussed in the book. You will then cover all the core image processing algorithms in detail before moving onto the biggest computer vision library: OpenCV. You’ll see the OpenCV algorithms and how to use them for image processing. 

The next section looks at advanced machine learning and deep learning methods for image processing and classification. You’ll work with concepts such as pulse coupled neural networks, AdaBoost, XG boost, and convolutional neural networks for image-specific applications. Later you’ll explore how models are made in real time and then deployed using various DevOps tools. 

All the concepts in Practical Machine Learning and Image Processing are explained using real-life scenarios. After reading this book you will be able to apply image processing techniques and make machine learning models for customized application.


What You Will Learn
  • Discover image-processing algorithms and their applications using Python
  • Explore image processing using the OpenCV library
  • Use TensorFlow, scikit-learn, NumPy, and other libraries
  • Work with machine learning and deep learning algorithms for image processing
  • Apply image-processing techniques to five real-time projects


Who This Book Is For


Data scientists and software developers interested in image processing and computer vision.

(HTML tags aren't allowed.)

A Short History of Financial Euphoria (Penguin Business)
A Short History of Financial Euphoria (Penguin Business)
The world-renowned economist offers "dourly irreverent analyses of financial debacle from the tulip craze of the seventeenth century to the recent plague of junk bonds."—The Atlantic.
 
It is now three years since I did the main work on this small book. As I told in the Foreword to...
Inventing Software: The Rise of Computer-Related Patents
Inventing Software: The Rise of Computer-Related Patents

Since the introduction of personal computers, software has emerged as a driving force in the global economy and a major industry in its own right. During this time, the U.S. government has reversed its prior policy against software patents and is now issuing thousands of such patents each year, provoking heated controversy among programmers,...

Killing in War (Uehiro Series in Practical Ethics)
Killing in War (Uehiro Series in Practical Ethics)
Killing a person is in general among the most seriously wrongful forms of action, yet most of us accept that it can be permissible to kill people on a large scale in war. Does morality become more permissive in a state of war? Jeff McMahan argues that conditions in war make no difference to what morality permits and that the justifications for...

Implementation of the Icon Programming Language (Princeton Series in Computer Science)
Implementation of the Icon Programming Language (Princeton Series in Computer Science)

Icon is a high-level, general-purpose programming language that offers a broad range of string- and list-processing facilities. It also has a novel expression evaluation mechanism and allows an unusual degree of run-time flexibility. Because of these features, implementing Icon presents problems considerably different from those involved with...

Teach Yourself VISUALLY Windows 8 Tablets
Teach Yourself VISUALLY Windows 8 Tablets

A visual guide to all the features of the new Windows 8 Tablet

This must-have resource features visually rich, step-by-step instructions that show you how to get the most enjoyment from your Windows 8 tablet. Learn about the exciting new Metro UI, optimized specifically for touch devices. The most popular and commonly used...

Signals and Systems with MATLAB Applications
Signals and Systems with MATLAB Applications
This text contains a comprehensive discussion of continuous and discrete time signals and systems with many examples from MATLAB—software used to write efficient, compact programs to solve electrical and computer engineering problems of varying complexity. Intended for junior- and senior-level electrical engineering students and for...
©2019 LearnIT (support@pdfchm.net) - Privacy Policy