Raspberry Pi image processing programming: with NumPy, SciPy, Matplotlib, and OpenCV
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 beg...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
New York, NY
Apress
[2022]
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| Ausgabe: | Second edition |
| Schlagworte: | |
| Zusammenfassung: | 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 webcamWho This Book Is ForRaspberry Pi and IoT enthusiasts, and Python and Open Source professionals |
| Beschreibung: | xviii, 245 Seiten Illustrationen 409 grams |
| ISBN: | 9781484282694 |
Internformat
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| id | DE-604.BV048554171 |
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| institution | BVB |
| isbn | 9781484282694 |
| language | English |
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| physical | xviii, 245 Seiten Illustrationen 409 grams |
| publishDate | 2022 |
| publishDateSearch | 2022 |
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| publisher | Apress |
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| spelling | Pajankar, Ashwin Verfasser (DE-588)1135492050 aut Raspberry Pi image processing programming with NumPy, SciPy, Matplotlib, and OpenCV Second edition New York, NY Apress [2022] xviii, 245 Seiten Illustrationen 409 grams txt rdacontent n rdamedia nc rdacarrier 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 webcamWho This Book Is ForRaspberry Pi and IoT enthusiasts, and Python and Open Source professionals bicssc bisacsh Artificial intelligence Makerspaces Python (Computer program language) Machine learning Python Programmiersprache (DE-588)4434275-5 gnd rswk-swf Raspberry Pi (DE-588)1027903738 gnd rswk-swf Hardcover, Softcover / Informatik, EDV/Informatik Raspberry Pi (DE-588)1027903738 s Python Programmiersprache (DE-588)4434275-5 s DE-604 Erscheint auch als Online-Ausgabe 978-1-4842-8270-0 Vorangegangen ist 978-1-4842-2730-5 |
| spellingShingle | Pajankar, Ashwin Raspberry Pi image processing programming with NumPy, SciPy, Matplotlib, and OpenCV bicssc bisacsh Artificial intelligence Makerspaces Python (Computer program language) Machine learning Python Programmiersprache (DE-588)4434275-5 gnd Raspberry Pi (DE-588)1027903738 gnd |
| subject_GND | (DE-588)4434275-5 (DE-588)1027903738 |
| title | Raspberry Pi image processing programming with NumPy, SciPy, Matplotlib, and OpenCV |
| title_auth | Raspberry Pi image processing programming with NumPy, SciPy, Matplotlib, and OpenCV |
| title_exact_search | Raspberry Pi image processing programming with NumPy, SciPy, Matplotlib, and OpenCV |
| title_exact_search_txtP | Raspberry Pi image processing programming with NumPy, SciPy, Matplotlib, and OpenCV |
| title_full | Raspberry Pi image processing programming with NumPy, SciPy, Matplotlib, and OpenCV |
| title_fullStr | Raspberry Pi image processing programming with NumPy, SciPy, Matplotlib, and OpenCV |
| title_full_unstemmed | Raspberry Pi image processing programming with NumPy, SciPy, Matplotlib, and OpenCV |
| title_short | Raspberry Pi image processing programming |
| title_sort | raspberry pi image processing programming with numpy scipy matplotlib and opencv |
| title_sub | with NumPy, SciPy, Matplotlib, and OpenCV |
| topic | bicssc bisacsh Artificial intelligence Makerspaces Python (Computer program language) Machine learning Python Programmiersprache (DE-588)4434275-5 gnd Raspberry Pi (DE-588)1027903738 gnd |
| topic_facet | bicssc bisacsh Artificial intelligence Makerspaces Python (Computer program language) Machine learning Python Programmiersprache Raspberry Pi |
| work_keys_str_mv | AT pajankarashwin raspberrypiimageprocessingprogrammingwithnumpyscipymatplotlibandopencv |