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

Find the ratio of root-mean-square deviations of pixel distortions and rotations in the learning process to avoid classification errors. Simulation, training and testing of a two-layer perceptron with 250 neurons in its hidden layer for training traingda.

Подобные документы

  • The basic ways of education informatization are examined; the requirements for educational ICT and presented. The basic information technologies used in the teaching process are summarized: interactive; computer-based learning; telecommunication means.

    статья, добавлен 04.10.2022

  • 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

  • The basics of cryptography: encryption and decryption, its classification, as well as explanations the terminology and technology you will encounter as you use PGP products. Understanding digital signature, passphrase, key splitting and technical details.

    учебное пособие, добавлен 08.03.2014

  • Characteristics and use of a RGB color space. Methods transmission colors in images. Working RGB color space for applications. Their use in order to minimize the image space. Analysis of digital image processing and conversion. Future RGB Display spaces.

    статья, добавлен 16.02.2016

  • Develop architecture for route construction, which allows philosophy of insertion and, more importantly, deletion of customer in route. Develop the structure of heuristic in such way, so the algorithm find satisfactory solution in acceptable time period.

    дипломная работа, добавлен 28.08.2016

  • Розглядається система автоматизованого проектування SolidWorks. Описується її додаток Simulation, призначений для розв'язування задач механіки деформованого твердого тіла за допомогою методу скінченних елементів для міцнісного розрахунку гвинта.

    статья, добавлен 06.07.2022

  • 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

  • Robots and controllers: interfaces, operating system. Binary, analog, position sensor. Kinematics, driving program. Balancing robots: simulation, double inverted pendulum. Micro mouse contest. Maze exploration algorithms. Real-time image processing.

    учебное пособие, добавлен 25.11.2013

  • Automation of the process of keeping a diary and converting it into digital form. Software solutions that allow the user to systematize their hobby experience and find something new for themselves. Evaluation of the functionality of compared systems.

    статья, добавлен 19.03.2024

  • 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

  • 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

  • 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

  • Methods of classification of correlation extremal navigation systems, geophysical fields. The block diagram of CENS, which works in risk conditions. Dependence of posteriori probability on the quantity of key points and total error of its determination.

    статья, добавлен 26.06.2016

  • Характеристика языка программирования GPSS W (General Purpose Simulation System World). Системные числовые атрибуты. Перспективы развития языка GPSS W. Типы элементов схемы, связи. Пример разработки модели, с использованием расширенного редактора.

    лекция, добавлен 13.10.2017

  • Deep learning is one of the most active research fields in machine learning community. It has gained unprecedented achievements in fields such as computer vision, natural language processing and speech recognition. Сhallenges posed by Big Data analysis.

    статья, добавлен 18.02.2021

  • Development of tools aimed at maximising the efficiency of the competition of Kaggle. Approbation of a new modified knn algorithm, which allows to obtain more accurate results for classification problems, to participants Of kaggle competitions.

    дипломная работа, добавлен 01.12.2019

  • Standards and the Standardization Process: International, National and Industrial organizations. Cryptographic evaluation bodies. Security Mechanisms and Services. Encryption and Modes of Operation for Block Ciphers. Cryptographic Hash Functions.

    книга, добавлен 08.03.2014

  • Make translation of paper-based procedures to networked digital ones hard. Specific non-repudiation services. General contribution to multi-party problem. Summary of MPNR protocol properties. Supporting legal framework. Main model simulation event.

    книга, добавлен 08.03.2014

  • Исследование возможности автоматизированного построения планировок в имитационных моделях. Разработка основных программных методов и структуры имитационной модели технологического процесса в Plant Simulation. Особенности каждого этапа разработки модели.

    статья, добавлен 10.05.2016

  • История появления термина "e-learning", его использование в Интернете. Сущность, специфика и значение персонификации, применение широкого диапазона разнообразных средств обучения. Характеристика возможных проблем внедрения e-learning в современных школах.

    реферат, добавлен 18.11.2015

  • The article considers classification of decision support systems by the way of interaction with the user, by the method of support, by the level of data processed by the system. Types of DSS architecture are presented. Intelligent DSS are analyzed.

    статья, добавлен 14.02.2022

  • Perform the comprehensive analysis of the GraphQL field by first outlining the GraphQL concept and its structure, followed by an organized mapping analysis of main studies. Delves and highlights the importance of adept testing in the GraphQL era.

    статья, добавлен 24.02.2024

  • Introduction to Blind Signal Processing: Problems and Applications. Iterative Algorithms with Non-negativity Constraints. Basic Properties of PCA. Extraction of Principal Components. SOS Blind Identification Based on EVD. Computer Simulation Experiments.

    книга, добавлен 25.11.2013

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.