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About the book
The book discusses the basic elements of automatic object classification systems. Within the supervised classification, empirical Bayes classifiers and directly defined classifiers are presented, including the supporting vector machine and the multi-layer perceptron. Among the grouping algorithms, selected algorithms of iterative optimization, density and graph algorithms as well as algorithms using neural networks are presented. All discussed algorithms are illustrated with practical examples with the participation of generated learning sets. In addition, applications of classification algorithms in computer vision systems are shown: recognition of geodetic maps and support of the diagnosis of glaucoma in ophthalmology.
The book will be useful to a wide group of readers involved in the design and creation of automatic object recognition systems in various fields, as well as students of the fields of Information Technology, Automation and Robotics and Bioengineering.
RoboClaw 2x60AHV Motor Controller (V6) is a two-channel DC motor driver, operating voltage: 10,5-60V, maximum continuous current: 60A, the ability to easily implement feedback loops with PID controller, security systems. Pololu 3581
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AVR, 8-bit Microcontroller with 2/4/8K Bytes In-System Programmable Flash, DIP14, Atmel, RoHS
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Assembled, remote controlled 4-channel switch. AVT5599 C
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Andrzej Witkowski
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Cable with USB type A and microUSB plugs type B 2.0, cable length 0.5 m. LANBERG CA-USBM-10CC-0005-BK
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Jerzy Tyszer, Grzegorz Mrugalski, Artur Pogiel, Dariusz Czysz
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Aluminum case designed for Raspberry Pi Zero W minicomputers. The user has free access to all minicomputer ports, including GPIO connectors
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AVT kit for self-assembly of a remote two-channel switch RECEIVER. AVT5455 / 2 B
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