Instruments and Systems: Monitoring, Control, and Diagnostics Annotation << Back The Problem of Finding Objects in the Image Using Machine Learning Methods YU.YU. GROMOV, P.I. KARASEV, V.V. PAVLOV The article discusses various machine learning methods for solving problems of finding objects in an image, as well as their advantages and disadvantages. Examples of the work of algorithms for finding objects in the image are given. Keywords: machine learning, detection of objects in an image, localization of objects in an image, object segmentation of images, SSD network, YOLO network, Mask R-CNN architecture. DOI: 10.25791/pribor.5.2023.1411 Pp. 46-54.