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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.
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GPS module with u-blox ZED-F9R. Uses Automotive Dead Reckoning (ADR) technology. Provides highly accurate and continuous positioning by combining the 3D IMU sensor, vehicle dynamics model, correction data and GNSS measurements. SparkFun GPS-16344
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INTEL EDI2ARDUIN.AL.K Intel Edison Kit For Arduino, Atom, Wi-Fi/BT Compatible Module, Integrated Wi-Fi, 4GB Memory
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Z-turn IO Cape extension board is an extension board for Z-turn series tiles based on Xilinx Zynq
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Module with six MOSFET transistors for switching high-current signals. Power to the board is supplied via the ATX computer connector. A kit for self-assembly. SparkFun DEV-10618
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Angular contact strip in black, double-breasted, female, 2x20, pitch 2.54mm, THT, RoHS. PBD40R
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Minicomputer with a 2-core MT6572 ARM Cortex-A7 processor. Equipped with Mali-400 MP1 GPU, 256 MB RAM and 512 MB eMMC. The set provides WiFi, BT, FM, GPS and 3G. Orange Pi 3G-IOT-A
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Assembled module of a miniature 9V power supply. AVT1913 / 9 C
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LCD 2x8, 58x30mm, LED backlight (white), NEGATIVE BLUE, enhanced temperature range, RoHS
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