Pixel-to-scale standard deviations ratio optimization for two-layer perceptron training on pixel-distorted scaled 60-by-80-images in scaled objects classification problem

The optimization problem to identify the classifier scalable objects based on two-layer perceptron. The ratio of standard deviations of pixel distortion and scale for the formation of learning sets. Minimization of the error rate of classification.

Подобные документы

  • The model of the turbulent boundary layer over a rough surface is presented. The roughness density effect on the shift of the mean velocity logarithmic profile has been estimated in the case of 2D and 3D roughness elements. Surface layer transformation.

    статья, добавлен 27.04.2017

  • Methods for graphic and text image region classification. Construction of the narrative function characterizing areas of the image sub-elements is proposed. This function can be used for training and classification using support vector machines.

    статья, добавлен 23.02.2016

  • Development of a new algorithm for registration of remote sensing images based on landmarks. Mathematical model of elementary and flat objects of the image based on contour analysis. An solution that allows you to analyze a specific image object.

    статья, добавлен 27.05.2021

  • Features green orientation of modern CAD systems on the example of Altera Quartus II and built-in utilities "PowerPlay Power Analyzer Tool". Optimization and evaluation of FPGA projects on energy consumption based on the activity signals of the scheme.

    статья, добавлен 23.02.2016

  • The process of helicopter pilots training by simulator. Analyzed the aviation accidents due to human factor. The way of estimation of pilots training by simulators. The formalization of the educational process with the control of training information.

    статья, добавлен 26.06.2016

  • The computer graphics is one of the popular directions of use of the personal computer. Benefits of the program Corel Draw. Importing files of different formats. Standard window interface. Tools for drawing lines. Change the shape and color of objects.

    презентация, добавлен 08.03.2017

  • Здійснення ефективного відстеження та аналізу проектів за допомогою програмного продукту Office Project Standard-2007. Створення завдання для розбивки витрат праці за проектом. Функціональні можливості службової програми порівняння версій проекту.

    реферат, добавлен 13.07.2017

  • Общая характеристика и объекты приложения Oracle Power Objects - современной и оригинальной системы управления базами данных. Подход к разработке баз данных, реализуемый в Oracle Power Objects. Проектирование пользовательских классов и библиотек.

    курсовая работа, добавлен 19.01.2011

  • Creating your own drawing in the AutoCAD. The command window. Using the mouse as a control. Selecting drawing template files and a unit of length when drawing. Unit display settings. Determine the scale required to print a layout on standard size paper.

    лекция, добавлен 20.08.2017

  • Analysis of the model for creating irregular 3D objects. Structural model of a compact reverse engineering system. The possibilities of formalizing and automating the creation of complex 3D objects. Mathematical model of digitization of complex objects.

    статья, добавлен 03.02.2019

  • Research of the problem of training IT industry specialists, experience in teaching the basics of programming to educational applicants. Description of the Applied Technologies that contribute to the formation of competencies of IT industry specialists.

    статья, добавлен 06.04.2023

  • Extremalization functional object as the calculus of variations. Difficulties solution of variational problems. Using nonlinear compromise scheme on the basis of rational organization to address this multi-task. Examples of these mathematical models.

    статья, добавлен 29.07.2016

  • Allocation and Sizing of Distribution Transformers and Feeders. Planning of Distribution Networks under Load Growth. Optimization Methods for Power System Problems. List of Tables, Principle Symbols and Acronyms. Statement of Original Authorship.

    реферат, добавлен 05.01.2014

  • A new general mathematical problem, suitable for public-key cryptosystems, is proposed: morphism computation in a category of Abelian groups. The problem seems to be hard for solving with a quantum computer. A demonstrative example of encryption.

    статья, добавлен 15.09.2012

  • Course determination algorithm that proposed based on the correlation of pairs of images. The errors of course determination that are investigated for different threshold values of normalized correlation coefficient. Components of course errors.

    статья, добавлен 26.10.2016

  • Standard Template Library как стандартная библиотека шаблонов, состоящая из двух основных частей. Общая характеристика последовательных и ассоциативных контейнеров. Рассмотрение способов определения шаблона Vector c минимальной функциональностью.

    лабораторная работа, добавлен 10.08.2013

  • Intellectual information systems as hybrid neural networks. Using the topology of neural networks based on a fuzzy perceptron, ANFIS, TSK, Wang & Mendel’s network to solve diagnostic problems in medicine. Influence of the fuzzy rule on output signal.

    статья, добавлен 22.12.2016

  • Blind signature schemes as an important cryptographic primitive in protocols allowing to obtain a valid signature that guarantee the anonymity of the participants. Two new blind signature schemes based on the discrete logarithm problem are presented.

    статья, добавлен 15.09.2012

  • The origins of cryptography. Transpositions, substitutions and secret keys. The Shannon theory of secrecy. The data encryption standard. Application of des: Unix passwords. Conventional cryptographic primitives and the advanced encryption standard.

    книга, добавлен 08.03.2014

  • Знакомство с основными типами адаптеров: связыватели для использования функционального объекта с двумя аргументами, отрицатели для инверсии значения предиката. Общая характеристика стандартных обобщенных алгоритмов библиотеки Standard Template Library.

    лабораторная работа, добавлен 10.08.2013

  • Рассмотрение инструментов продвижения компании в Интернете. Ранжирование сайтов в сети для поднятия позиций ресурса и получения большего трафика. Современное состояние инструментов Search Engines Optimization и векторы развития поисковой оптимизации.

    статья, добавлен 10.01.2016

  • Features a training platform for developers of fault-tolerant engineering systems. Application of the theory of diagnosing а state of the system and flexible recovery of her health. Support adaptive learning process using Bayesian probabilistic networks.

    статья, добавлен 13.01.2017

  • The similarities between cuisines of different countries, by analysing ingredients of the different recipes. The address problems of finding recipes, good ingredient pairings and even inventing new recipes. Neural network classifier and Simrank algorithm.

    статья, добавлен 18.09.2018

  • Possibilities and features of artificial neural networks. Areas of practical application of artificial neural networks. Voice interface distribution and visual serach. Learning neural networks. The following visualization. Direct error propagation.

    презентация, добавлен 06.02.2019

  • Система управления базами данных Oracle Database Standard Edition (ODSE), ее основные элементы, архитектура баз данных, язык SQL*Plus как инструмент ODSE, особенности наиболее распространенных версий баз для управления данными в сфере среднего бизнеса.

    реферат, добавлен 08.10.2016

Работы в архивах красиво оформлены согласно требованиям ВУЗов и содержат рисунки, диаграммы, формулы и т.д.
PPT, PPTX и PDF-файлы представлены только в архивах.
Рекомендуем скачать работу и оценить ее, кликнув по соответствующей звездочке.