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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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1-meter long USB Type-C cable enabling fast data transmission and powering electronic devices with a USB C port, such as smartphones and Macbooks. It works in the USB 3.1 standard with speeds up to 5 Gb/s. Akyga AK-USB-25
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Audio recorder module that allows for multiple recording and playback of sounds up to 6 seconds long
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PCB for PAmp_LM4766, 2 x 20W audio power amplifier 8om. AVT1833 A
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No product available!
Orange Pi PC H3 Quad-core Learning Development Board Mali400MP2 GPU 1GB DDR3
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A professional tool for crimping connectors for AWG cable: 6/10/16, has a six-step adjustment of the clamping force and a mechanism for locking the return of the arms. YAC-6
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No product available!
AVT kit for self-assembly of 230V AC delay switch. AVT1950 B
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No product available!
No product available!
Assembled universal 24V power supply module. AVT1895 / 24 C
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No product available!
Pocket-sized digital oscilloscope with memory. Based on a microcontroller with an ARM Cortex-M3 core, it is equipped with a 320x240 pixel color display, USB port and charging function. Seeed Studio 109990013
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No product available!