En
Register Log in

List of publications on a keyword: «агротехника»

  • Razrabotka programmnogo obespecheniia dlia avtomaticheskogo kontrolia kachestva fruktov i ovoshchei na baze malykh sel'khozpredpriiatii

    Proceeding
    Strategies of Sustainable Development: Social, Law and External-economic Aspects
    Authors:
    Roman N. Vysotskii, Aleksandr S. Prudkii, Svetlana V. Kukartseva
    Work direction:
    Вопросы социально-экономической эффективности предприятий
    Abstract:
    В статье рассматривается вопрос решения задачи instance-сегментации фруктов и овощей для малого АПК. Предложен лёгкий гибрид: UNet для семантики + водораздел для разделения экземпляров без тяжёлого регрессора Mask R-CNN. Собран датасет (651 изображение), обучена модель, проведено сравнение с Mask R-CNN – новый метод лучше при малых данных и слабом GPU. Подход точно выделяет и измеряет объекты, снижает требования к ресурсам и упрощает разметку, что делает его удобным для прикладных систем контроля качества.
    Keywords:
    Go 

  • Modern Approaches to Automation of the Rational Choice of Adaptive Agricultural Technologies

    Proceeding
    Development and dissemenation of best practices in the field of digital skills development in an educational organization
    Authors:
    Gul'nar A. Abdygalikova, Aiman K. Nurbekova, Aigerim Sagyndykova
    Work direction:
    Формирование понимания значимости развития цифровых навыков и развития цифровых образовательных технологий
    Abstract:
    The work was carried out on the basis of the laboratory of agricultural systems of the North Kazakhstan station, and the research on the rational choice was carried out on the basis of the laboratory of agricultural systems of the Kursk Federal Agricultural Research Center. The investigation was based on the results of the authors own research, as well as the analysis and generalization of current scientific literature. As a result of the generalization, the most effective conditions for the application of such technologies, contributing to the rational use of available resources were identified. Criteria, standards, and requirements for the effectiveness of the most important technological methods of modern agricultural technologies were formulated. Approaches to automation and an algorithm of their rational choice were developed. The work on designing scheme and the structure of the database support system for agricultural producers on the rational choice of highly adaptive technologies for the cultivation of key crops was carried out.
    Keywords:
    automation, agricultural technology, resource support, rational choice
    Go