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.)

Best of Ruby Quiz Volume One (Pragmatic Programmers)
Best of Ruby Quiz Volume One (Pragmatic Programmers)
If you stop and think about it, programming knowledge is nearly useless
by itself. What exactly are you going to create with all that expert
programming skill, if it’s all you have? The world needs only so many
text editors.

What makes the craft interesting is how we apply it. Combine programming
prowess with
...
Adobe Fireworks CS5 Classroom in a Book
Adobe Fireworks CS5 Classroom in a Book

Those creative professionals seeking the fastest, easiest, most comprehensive way to learn Adobe Fireworks CS5 choose Adobe Fireworks CS5
Classroom in a Book from the Adobe Creative Team at Adobe Press. The 13 project-based lessons in this book show readers step-by-step the key techniques for working in Fireworks CS5. Readers will
...

Learning the Yahoo! User Interface library
Learning the Yahoo! User Interface library
The Yahoo! User Interface (YUI) Library is a set of utilities and controls, written in JavaScript, for building richly interactive web applications using techniques such as DOM scripting, DHTML, and AJAX. The YUI Library also includes several core CSS resources. All components in the YUI Library have been released as open source under a BSD license...

Sams Teach Yourself C in 24 Hours (2nd Edition)
Sams Teach Yourself C in 24 Hours (2nd Edition)

Sams Teach Yourself C in 24 Hours, Second Edition, shows you how to program in C in an easy-to-understand format. C is a powerful and flexible language used for a wide range of projects. You begin with learning the basics to write a first program and then move on to arrays, pointers, disk input/output, and functions. This book will allow you to...

Let’s Build a Multiplayer Phaser Game: With TypeScript, Socket.IO, and Phaser
Let’s Build a Multiplayer Phaser Game: With TypeScript, Socket.IO, and Phaser

Create a fully working multiplayer game from scratch using TypeScript, Socket.IO, and the community edition of Phaser.js. You will achieve amazing feats in the browser without having to install any software. This book teaches you how to use the Phaser game engine APIs to tap into physics, and how to utilize HUD information and...

Middleware for Communications
Middleware for Communications
"The book addresses telecommunications workers, developers, middleware researchers, software engineers, and software architects." (IT Professional, July/August 2004)

A state-of-the-art guide to middleware technologies, and their pivotal role in communications networks.

Middleware is...

©2019 LearnIT (support@pdfchm.net) - Privacy Policy