International Conference on Secure Systems Design and Technology Development (SysTechDev 2026)

Application of Machine Learning in the Identification of Different Plant Species

Not scheduled

20m

''Vasil Levski'' National Military University

Paper – Poster Presentation Engineering Sciences and Production Technology

Speakers

Mr Veselin Mengov (Paisii Hilendarski University of Plovdiv) Georgi Komitov (Agricultural University - Plovdiv)

Description

Abstract: The application of machine learning methods in the identification of various plant species aims to automate and increase the accuracy of classification processes. The main approaches in the field are presented, including the use of deep learning algorithms, such as convolutional neural networks (CNN), for processing and analyzing plant images.
The process of data collection and preparation, including the creation of training sets of images, their annotation and pre-processing, is described. Various characteristics used in the identification are considered. Recommendations are given for the use of additional models for the identification of complex models.
Keywords: machine learning, plant identification, computer vision, neural networks, artificial intelligence.