| 书目名称 | Industrial Vision Systems with Raspberry Pi |
| 副标题 | Build and Design Vis |
| 编辑 | K. Mohaideen Abdul Kadhar,G. Anand |
| 视频video | |
| 概述 | Covers vision systems from basic image processing techniques to comprehensive case studies using ML.Provides a practical hands-on approach to various concepts using sample code.Enables readers to unde |
| 丛书名称 | Maker Innovations Series |
| 图书封面 |  |
| 描述 | .Today’s industries are faced with a growing demand for vision systems due to their non-invasive characteristics in inspecting product quality. These systems identify surface defects and faults, and verify components’ orientation and their measurements, etc. This book explores the vision techniques needed to design and develop your own industrial vision system with the help of Raspberry Pi..You’ll start by reviewing basic concepts and applications of machine vision systems, followed by the preliminaries of Python, OpenCV, required libraries, and installing OpenCV for Python on Raspberry Pi. These are used when implementing image processing for the system applications. You’ll then look at interfacing techniques and some of the challenges industrial vision systems encounter, such as lighting and camera angles. .Algorithms and image processing techniques are also discussed, along with machine learning and deep learning techniques. Later chapters explain the use of GUI apps and real-time applications of Industrial vision systems. Each chapter concludes with examples and demo implementations to facilitate your knowledge of the concepts. . .By the end of the book, you’ll be able to build |
| 出版日期 | Book 2024 |
| 关键词 | Python; Image Processing; Machine Learning; Industrial Vision System; Machine Vision system; Raspberry Pi |
| 版次 | 1 |
| doi | https://doi.org/10.1007/979-8-8688-0097-9 |
| isbn_softcover | 979-8-8688-0096-2 |
| isbn_ebook | 979-8-8688-0097-9Series ISSN 2948-2542 Series E-ISSN 2948-2550 |
| issn_series | 2948-2542 |
| copyright | K. Mohaideen Abdul Kadhar and G. Anand 2024 |
发表于 2025-3-21 19:36:19
