Learning OpenCV 4 Computer Vision with Python 3, 3/e (Paperback)
暫譯: 使用 Python 3 學習 OpenCV 4 電腦視覺（第三版）

Howse, Joseph, Minichino, Joe

Learning OpenCV 4 Computer Vision with Python 3, 3/e (Paperback)

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商品描述

Computer vision is a rapidly evolving science, encompassing diverse applications and techniques. This book will not only help those who are getting started with computer vision but also experts in the domain. You’ll be able to put theory into practice by building apps with OpenCV 4 and Python 3.

You’ll start by understanding OpenCV 4 and how to set it up with Python 3 on various platforms. Next, you’ll learn how to perform basic operations such as reading, writing, manipulating, and displaying still images, videos, and camera feeds. From taking you through image processing, video analysis, and depth estimation and segmentation, to helping you gain practice by building a GUI app, this book ensures you’ll have opportunities for hands-on activities. Next, you’ll tackle two popular challenges: face detection and face recognition. You’ll also learn about object classification and machine learning concepts, which will enable you to create and use object detectors and classifiers, and even track objects in movies or video camera feed. Later, you’ll develop your skills in 3D tracking and augmented reality. Finally, you’ll cover ANNs and DNNs, learning how to develop apps for recognizing handwritten digits and classifying a person's gender and age.

By the end of this book, you’ll have the skills you need to execute real-world computer vision projects.

商品描述(中文翻譯)

電腦視覺是一門快速發展的科學，涵蓋了多種應用和技術。本書不僅適合剛入門電腦視覺的讀者，也適合該領域的專家。您將能夠通過使用 OpenCV 4 和 Python 3 將理論付諸實踐，構建應用程式。

您將首先了解 OpenCV 4 及如何在各種平台上與 Python 3 設置它。接下來，您將學習如何執行基本操作，例如讀取、寫入、操作和顯示靜態圖像、視頻和攝像頭畫面。本書將帶您了解圖像處理、視頻分析、深度估計和分割，並通過構建 GUI 應用程式來幫助您獲得實踐機會。接下來，您將面對兩個熱門挑戰：人臉檢測和人臉識別。您還將學習物體分類和機器學習概念，這將使您能夠創建和使用物體檢測器和分類器，甚至在電影或視頻攝像頭畫面中追蹤物體。稍後，您將發展 3D 追蹤和擴增實境的技能。最後，您將學習人工神經網絡（ANNs）和深度神經網絡（DNNs），了解如何開發應用程式以識別手寫數字並分類一個人的性別和年齡。

在本書結束時，您將具備執行實際電腦視覺專案所需的技能。

作者簡介

Joseph Howse

Joseph Howse lives in a Canadian fishing village with four cats; the cats like fish, but they prefer chicken. Joseph provides computer vision expertise through his company, Nummist Media. His books include OpenCV 4 for Secret Agents, Learning OpenCV 4 Computer Vision with Python 3, OpenCV 3 Blueprints, Android Application Programming with OpenCV 3, iOS Application Development with OpenCV 3, and Python Game Programming by Example, published by Packt.

Joe Minichino

Joe Minichino is an R&D labs engineer at Teamwork. He is a passionate programmer who is immensely curious about programming languages and technologies and constantly experimenting with them. Born and raised in Varese, Lombardy, Italy, and coming from a humanistic background in philosophy (at Milan's Università Statale), Joe has lived in Cork, Ireland, since 2004. There, he became a computer science graduate at the Cork Institute of Technology.

作者簡介(中文翻譯)

約瑟夫·豪斯（Joseph Howse）

約瑟夫·豪斯住在加拿大的一個漁村，與四隻貓一起生活；這些貓喜歡魚，但更喜歡雞肉。約瑟夫透過他的公司 Nummist Media 提供計算機視覺專業知識。他的著作包括《OpenCV 4 for Secret Agents》、《Learning OpenCV 4 Computer Vision with Python 3》、《OpenCV 3 Blueprints》、《Android Application Programming with OpenCV 3》、《iOS Application Development with OpenCV 3》和《Python Game Programming by Example》，均由 Packt 出版。

喬·米尼基諾（Joe Minichino）

喬·米尼基諾是 Teamwork 的研發實驗室工程師。他是一位充滿熱情的程式設計師，對程式語言和技術充滿好奇，並不斷進行實驗。喬出生並成長於意大利倫巴第的瓦雷澤，擁有米蘭國立大學的人文哲學背景，自 2004 年以來一直居住在愛爾蘭的科克。在那裡，他成為科克科技學院的計算機科學畢業生。

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