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Raspberry Pi Computer Vision Programming -Second Edition: Design and implement computer vision applications with Raspberry Pi, OpenCV, and Python 3, Pajankar Ashwin


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Автор: Pajankar Ashwin
Название:  Raspberry Pi Computer Vision Programming -Second Edition: Design and implement computer vision applications with Raspberry Pi, OpenCV, and Python 3
ISBN: 9781800207219
Издательство: Packt Publishing
Классификация:


ISBN-10: 1800207212
Обложка/Формат: Paperback
Страницы: 306
Вес: 0.53 кг.
Дата издания: 29.06.2020
Язык: English
Издание: 2 revised edition
Размер: 235 x 191 x 16
Читательская аудитория: General (us: trade)
Подзаголовок: Design and implement computer vision applications with raspberry pi, opencv, and python 3, 2nd edition
Рейтинг:
Поставляется из: США
Описание:

Perform a wide variety of computer vision tasks such as image processing and manipulation, feature and object detection, and image restoration to build real-life computer vision applications

Key Features

  • Explore the potential of computer vision with Raspberry Pi and Python programming
  • Perform computer vision tasks such as image processing and manipulation using OpenCV and Raspberry Pi
  • Discover easy-to-follow examples and screenshots to implement popular computer vision techniques and applications

Book Description

Raspberry Pi is one of the popular single-board computers of our generation. All the major image processing and computer vision algorithms and operations can be implemented easily with OpenCV on Raspberry Pi. This updated second edition is packed with cutting-edge examples and new topics, and covers the latest versions of key technologies such as Python 3, Raspberry Pi, and OpenCV. This book will equip you with the skills required to successfully design and implement your own OpenCV, Raspberry Pi, and Python-based computer vision projects.

At the start, youll learn the basics of Python 3, and the fundamentals of single-board computers and NumPy. Next, youll discover how to install OpenCV 4 for Python 3 on Raspberry Pi, before covering major techniques and algorithms in image processing, manipulation, and computer vision. By working through the steps in each chapter, youll understand essential OpenCV features. Later sections will take you through creating graphical user interface (GUI) apps with GPIO and OpenCV. Youll also learn to use the new computer vision library, Mahotas, to perform various image processing operations. Finally, youll explore the Jupyter Notebook and how to set up a Windows computer and Ubuntu for computer vision.

By the end of this book, youll be able to confidently build and deploy computer vision apps.

What you will learn

  • Set up a Raspberry Pi for computer vision applications
  • Perform basic image processing with libraries such as NumPy, Matplotlib, and OpenCV
  • Demonstrate arithmetical, logical, and other operations on images
  • Work with a USB webcam and the Raspberry Pi Camera Module
  • Implement low-pass and high-pass filters and understand their applications in image processing
  • Cover advanced techniques such as histogram equalization and morphological transformations
  • Create GUI apps with Python 3 and OpenCV
  • Perform machine learning with K-means clustering and image quantization

Who this book is for

This book is for beginners as well as experienced Raspberry Pi and Python 3 enthusiasts who are looking to explore the amazing world of computer vision. Working knowledge of the Python 3 programming language is assumed.




13 steps to bloody good luck

Автор: Sanghi, Ashwin
Название: 13 steps to bloody good luck
ISBN: 9384030570 ISBN-13(EAN): 9789384030575
Издательство: Неизвестно
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Цена: 2240.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Python 3 Image Processing

Автор: Pajankar Ashwin
Название: Python 3 Image Processing
ISBN: 9388511727 ISBN-13(EAN): 9789388511728
Издательство: Неизвестно
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Цена: 2895.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Practical python data visualization

Автор: Pajankar, Ashwin
Название: Practical python data visualization
ISBN: 1484264541 ISBN-13(EAN): 9781484264546
Издательство: Springer
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Цена: 8384.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание:

Chapter 1: Data Visualization with Leather

Chapter Goal: Introduce readers to the data visualization with a simple library leather

No of pages: 15

Sub - Topics:

1. Introduction to leather

2. Installation to leather

3. Various types of graphs with leather

Chapter 2: Introduction to the Scientific Python Ecosystem and NumPy

Chapter Goal: Explore Scientific Python 3 ecosystem and constituent member libraries. We will also learn basics of the NumPy multidimensional data structure Ndarrays.

No of pages: 15

Sub - Topics:

1. Scientific Python 3 Ecosystem

2. Member libraries

3. Installation of NumPy

4. NumPy basics

5. Ndarrays

Chapter 3: NumPy Routines and Visualization with Matplotlib

Chapter goal - Learn to visualize data with Matplotlib. Readers working in the data science and scientific domains will be thrilled to get started with this.

No of pages: 15

Sub - Topics:

1. NumPy Ndarray creation Routines

2. Installation of Matplotlib

3. Visualization with Matplotlib

4. Multiple graphs

5. Axis, colors, and markers

Chapter 4: Visualizing images and 3D Shapes

Chapter goal - Learn to visualize greyscale and color images. We will explore basic image processing operations. We will also learn to visualize 3D shapes and wireframes.

No of pages: 20

Sub - Topics:

1. Visualize images with Matplotlib

2. Basic Operations on images

3. 3D visualizations

Chapter 5: Visualize Networks and Graphs

Chapter goal - Network and Graph Data structures. We will learn to install network library and visualize network.

No of pages: 15

Sub - Topics:

1. Networks and Graphs

2. Installation of network library

3. Visualize graphs

Chapter 6: Getting Started with Pandas

Chapter goal - Learn to work with Pandas Series and Dataframe data structures.

No of pages: 15

Sub - Topics:

1. Pandas library and installation

2. Series

3. Dataframes

4. Reading data from a URL

Chapter 7: Processing and Visualizing COVID-19 Data

Chapter goal - Learn to work with COVID-19 Data. Visualize the number of COVID-19.

No of pages: 20

Sub - Topics:

1. COVID-19 Pandemic

2. COVID 19 data sources

3. COVID 19 python libraries

4. Visualization of data

Appendix:

Private India

Автор: Ashwin Sanghi James Patterson &
Название: Private India
ISBN: 1784750166 ISBN-13(EAN): 9781784750169
Издательство: Random House - Penguin
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Цена: 1319.00 р.
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Описание: But now someone is killing women - seemingly unconnected women murdered in a chilling ritual, with strange objects placed carefully at their death scenes. As Santosh and his team race to find the killer, an even greater danger faces Private India - a danger that could threaten the lives of thousands of innocent Mumbai citizens...

The South African Gandhi: Stretcher-Bearer of Empire

Автор: Desai Ashwin, Vahed Goolem, Ashwin Desai
Название: The South African Gandhi: Stretcher-Bearer of Empire
ISBN: 080479717X ISBN-13(EAN): 9780804797177
Издательство: Mare Nostrum (Eurospan)
Рейтинг:
Цена: 3260.00 р.
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Описание:

In the pantheon of freedom fighters, Mohandas Karamchand Gandhi has pride of place. His fame and influence extend far beyond India and are nowhere more significant than in South Africa. "India gave us a Mohandas, we gave them a Mahatma," goes a popular South African refrain. Contemporary South African leaders, including Mandela, have consistently lauded him as being part of the epic battle to defeat the racist white regime.

The South African Gandhi focuses on Gandhi's first leadership experiences and the complicated man they reveal--a man who actually supported the British Empire. Ashwin Desai and Goolam Vahed unveil a man who, throughout his stay on African soil, stayed true to Empire while showing a disdain for Africans. For Gandhi, whites and Indians were bonded by an Aryan bloodline that had no place for the African. Gandhi's racism was matched by his class prejudice towards the Indian indentured. He persistently claimed that they were ignorant and needed his leadership, and he wrote their resistances and compromises in surviving a brutal labor regime out of history. The South African Gandhi writes the indentured and working class back into history.

The authors show that Gandhi never missed an opportunity to show his loyalty to Empire, with a particular penchant for war as a means to do so. He served as an Empire stretcher-bearer in the Boer War while the British occupied South Africa, he demanded guns in the aftermath of the Bhambatha Rebellion, and he toured the villages of India during the First World War as recruiter for the Imperial army. This meticulously researched book punctures the dominant narrative of Gandhi and uncovers an ambiguous figure whose time on African soil was marked by a desire to seek the integration of Indians, minus many basic rights, into the white body politic while simultaneously excluding Africans from his moral compass and political ideals.

Rozabal Line

Автор: Sanghi Ashwin
Название: Rozabal Line
ISBN: 9381626820 ISBN-13(EAN): 9789381626825
Издательство: Неизвестно
Рейтинг:
Цена: 3734.00 р.
Наличие на складе: Есть у поставщика Поставка под заказ.

Описание: Craig Larman again delivers a clear path for students to learn object-oriented analysis and design through his clear and precise writing style. Larman teaches newcomers to OOA/D learn how to "think in objects" by presenting three iterations of a single, cohesive case study, incrementally introducing the requirements and OOA/D activities, principles, and patterns that are most critical to success.


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