Machine learning methods analysis in the document classification problem

• Date: 2021
• Main Authors: Zhyrkova, A.P., Ignatenko, O.P.
• Format: Article
• Language: Ukrainian
• Published: PROBLEMS IN PROGRAMMING 2021
• Subjects: machine learning; classification; convolutional neural networks; stamp; seal; UDC 004.85
• Online Access: https://pp.isofts.kiev.ua/index.php/ojs1/article/view/441
• Journal Title: 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...