Embedded Digital Image Processing with Microcontrollers
Applications on STM32 Development Boards
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Beschreibung
This textbook introduces basic and advanced embedded digital image processing methods through practical applications on STMicroelectronics STM32 development boards. This hands-on text covers traditional and neural-network-based digital image processing methods implemented on microcontrollers and is designed for undergraduate courses in microcontroller and embedded digital image processing systems. Following the learning-by-doing approach, the book will enable students to grasp embedded digital image processing concepts through real-world examples, providing them with the design and implementation skills needed for a competitive job market. By using a programming environment that enables students to easily access and modify microcontroller properties, the material enables rapid implementation of the developed system. Students are guided in implementing digital image processing methods that are deployed and tested on microcontrollers throughout the book, with the underlying theory also emphasized. Sample codes are available for download for both readers and instructors. Additionally, this book serves as an excellent reference for practicing engineers and electronics hobbyists.
This textbook introduces basic and advanced embedded digital image processing methods through practical applications on STMicroelectronics STM32 development boards. This hands-on text covers traditional and neural-network-based digital image processing methods implemented on microcontrollers and is designed for undergraduate courses in microcontroller and embedded digital image processing systems. Following the learning-by-doing approach, the book will enable students to grasp embedded digital image processing concepts through real-world examples, providing them with the design and implementation skills needed for a competitive job market. By using a programming environment that enables students to easily access and modify microcontroller properties, the material enables rapid implementation of the developed system. Students are guided in implementing digital image processing methods that are deployed and tested on microcontrollers throughout the book, with the underlying theory also emphasized. Sample codes are available for download for both readers and instructors. Additionally, this book serves as an excellent reference for practicing engineers and electronics hobbyists.
Teaches the embedded digital image processing system design skills needed for today’s job market Follows the learning-by-doing approach and provides illustrated examples and projects Explores practical applications on STM boards and introduces the TensorFlow Lite Micro platform
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Themen in »Embedded Digital Image Processing with Microcontrollers«
ARM Cortex-M Digital image processing Embedded digital image processing Keil Studio Cloud Mbed Studio Microcontrollers Neural networks nRF52840 Python STM32 STM32CubeIDE STM32F746 STMicroelectronics Tensorflow Lite Micro