The Prospects of YOLO Algorithm Applicaion in the Sorting of Agricultural Products

Abstract

In the contemporary food processing industry, there is a tendency to automatize sorting process along with minimizing the waist. Therefore, the efforts to improve large – capacity industrial systems for the sorting of agricultural products are constant and go from various image processing techniques towards the area of machine learning. Among deep learning techniques, You Only Look Once (YOLO) algorithm offers the potential of recognizing and determining the location of noncompliant products. In this paper, the study that evaluates the performance of YOLOv3 algorithm in sorting of raspberries is represented, together with a logical solution model of a centralized color sorting system and developed web application.