Machine learning methods analysis in the document classification problem

• Дата: 2021
• Автори: Zhyrkova, A.P., Ignatenko, O.P.
• Формат: Стаття
• Мова: Ukrainian
• Опубліковано: Інститут програмних систем НАН України 2021
• Теми: machine learning; classification; convolutional neural networks; stamp; seal; UDC 004.85
• Онлайн доступ: https://pp.isofts.kiev.ua/index.php/ojs1/article/view/441
• Назва журналу: Problems in programming

Current situation with official documentary in the world, and especially in Ukraine, requires tools for electronical processing. One of the main tasks at this field is seal (or stamp) detection, which leads to documents classification based on mentioned criterion. Current article analyzes some of ex...