Raspberry Pi Image Processing Programming: With Numpy, Scipy, Matplotlib and Opencv
暫譯: 樹莓派影像處理程式設計：使用 Numpy、Scipy、Matplotlib 和 OpenCV

Pajankar, Ashwin

Raspberry Pi Image Processing Programming: With Numpy, Scipy, Matplotlib and Opencv
  • 出版商: Apress
  • 出版日期: 2022-08-02
  • 售價: $2,050
  • 貴賓價: 9.5 折 $1,948
  • 語言: 英文
  • 頁數: 140
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1484282698
  • ISBN-13: 9781484282694
  • 相關分類: Python、影像辨識 Image-recognition、Raspberry Pi

    • 海外代購書籍(需單獨結帳)

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商品描述

Understand the concepts of image processing with Python 3 and create applications using Raspberry Pi 4. This book covers image processing with the latest release of Python 3, using Raspberry Pi OS and Raspberry Pi 4B with the 8 GB RAM model as the preferred computing platform.
This second edition begins with the installation of Raspberry Pi OS on the latest model of Raspberry Pi and then introduces Python programming language, IDEs for Python, and digital image processing. It also illustrates the theoretical foundations of Image processing followed by advanced operations in image processing. You'll then review image processing with NumPy, and Matplotlib followed by transformations, interpolation, and measurements of images.
Different types of filters such as Kernels convolution filters, low pass filters, high pass filters, and Fourier filters are discussed in a clear, methodical manner. Additionally, the book examines various image processing techniques such as Morphology, Thresholding, and Segmentation, followed by a chapter on live webcam input with OpenCV, an image processing library with Python. The book concludes with an appendix covering a new library for image processing with Python, pgmagik, followed by a few important tips and tricks relevant to RPi.
What You'll Learn

  • Get started with Raspberry Pi and Python
  • Understand Image Processing with Pillow
  • See how image processing is processed using Numpy and Matplotlib
  • Use Pi camera and webcam

Who This Book Is For
Raspberry Pi and IoT enthusiasts, and Python and Open Source professionals

 

 

商品描述(中文翻譯)

了解使用 Python 3 的影像處理概念，並利用 Raspberry Pi 4 創建應用程式。本書涵蓋了使用最新版本的 Python 3 進行影像處理，並以 Raspberry Pi OS 和 8 GB RAM 型號的 Raspberry Pi 4B 作為首選計算平台。
本書第二版首先介紹在最新型號的 Raspberry Pi 上安裝 Raspberry Pi OS，然後介紹 Python 程式語言、Python 的 IDE 以及數位影像處理。接著說明影像處理的理論基礎，並進一步探討影像處理中的進階操作。您將回顧使用 NumPy 和 Matplotlib 進行影像處理，然後學習影像的轉換、插值和測量。
本書以清晰、系統的方式討論各種濾波器類型，例如卷積濾波器、低通濾波器、高通濾波器和傅立葉濾波器。此外，本書還探討了各種影像處理技術，如形態學、閾值處理和分割，接著介紹使用 OpenCV 進行即時網路攝影機輸入，OpenCV 是一個與 Python 兼容的影像處理庫。本書最後附錄介紹了一個新的影像處理庫 pgmagik，並提供一些與 RPi 相關的重要提示和技巧。
**您將學到的內容**

- 開始使用 Raspberry Pi 和 Python
- 理解使用 Pillow 進行影像處理
- 了解如何使用 NumPy 和 Matplotlib 進行影像處理
- 使用 Pi 攝影機和網路攝影機

**本書適合誰閱讀**
Raspberry Pi 和物聯網愛好者，以及 Python 和開源專業人士

作者簡介

Ashwin Pajankar earned a Master of Technology in Computer Science Engineering from IIIT Hyderabad and has over 25 years of programming experience. He started his journey in programming and electronics at the tender age of 7 with a MS-DOS computer and BASIC programming language. He is now proficient in Assembly programming, C, C++, Java, Shell Scripting, JavaScript, Go Programming, HTML, and Python. His other technical expertise includes single board computers such as Raspberry Pi and Banana Pro, and microcontroller boards (Arduino), and embedded boards (BBC Micro Bit). He has worked extensively on domains such as Software/Product Testing, Software Automation, Databases, Data Analytics, Computer Vision, and Web Development.

 

Ashwin is currently a freelance online instructor teaching programming and electronics to more than 8200 professionals. He also regularly conducts live programming boot camps for software professionals. His growing Youtube channel has an audience of more than 11000 subscribers. He has published more than 20 books on programming and electronics with many international publications, including Apress and regularly reviews books on programming written by other authors.

 

 

 

 

作者簡介(中文翻譯)

Ashwin Pajankar 擁有印度海德拉巴國際資訊科技學院 (IIIT Hyderabad) 的計算機科學工程碩士學位，並擁有超過 25 年的程式設計經驗。他在 7 歲時便開始了他的程式設計和電子學之旅，使用 MS-DOS 電腦和 BASIC 程式語言。他現在精通組合語言 (Assembly)、C、C++、Java、Shell 腳本、JavaScript、Go 程式設計、HTML 和 Python。他的其他技術專長包括單板電腦，如 Raspberry Pi 和 Banana Pro，以及微控制器板 (Arduino) 和嵌入式板 (BBC Micro Bit)。他在軟體/產品測試、軟體自動化、資料庫、資料分析、計算機視覺和網頁開發等領域有廣泛的工作經驗。

目前，Ashwin 是一名自由職業的線上講師，教授程式設計和電子學，受教者超過 8200 名專業人士。他還定期為軟體專業人士舉辦現場程式設計訓練營。他的 YouTube 頻道不斷增長，擁有超過 11000 名訂閱者。他已經出版了超過 20 本有關程式設計和電子學的書籍，並與多家國際出版商合作，包括 Apress，並定期評審其他作者撰寫的程式設計書籍。

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