MobileNetv2 Neural Network Model for Human Recognition and Identification in the Working Area of a Collaborative Robot

D Gurin, V Yevsieiev, S Maksymova… - … Journal of Science and …, 2024 - mjstjournal.com
The article considers the software implementation of the MobileNetV2 neural network model
for human recognition and identification in the working area of a collaborative robot. A …

Effect of Frame Processing Frequency on Object Identification Using MobileNetV2 Neural Network for a Mobile Robot

D Gurin, V Yevsieiev, S Maksymova… - … Journal of Science …, 2024 - mjstjournal.com
This article is devoted to the analysis of the relationship between frame processing
frequency, identification speed, recognition accuracy and system resources. The article …

Using the Kalman Filter to Represent Probabilistic Models for Determining the Location of a Person in Collaborative Robot Working Area

D Gurin, V Yevsieiev, A Abu-Jassar… - … Journal of Science …, 2024 - mjstjournal.com
The article is devoted to the study of the use of the Kalman filter for the development of
probabilistic models for determining the location of a person in collaborative robot working …

The Canny Algorithm Implementation for Obtaining the Object Contour in a Mobile Robot's Workspace in Real Time

V Yevsieiev, S Maksymova, A Abu-Jassar - 2024 - openarchive.nure.ua
Анотація The article is devoted to the Canny algorithm implementation for obtaining the
objects contours in mobile robots' workspace in real time. The paper presents the …

Human Operator Identification in a Collaborative Robot Workspace within the Industry 5.0 Concept

V Yevsieiev, A Abu-Jassar, S Maksymova… - … Journal of Science …, 2024 - mjstjournal.com
This paper explores the process of a human operator identifying in a collaborative robot
workspace, which is critical within the Industry 5.0 concept. Using modern methods of …

Using Convolutional Neural Networks to Analyze and Detect Key Points of Objects in Image

D Gurin, V Yevsieiev, S Maksymova… - … Journal of Science and …, 2024 - mjstjournal.com
The article discusses the use of Convolutional Neural Networks (CNNs) for analysis and
detection of key points of objects in images, in particular hands. The mathematical …

Comparative Analysis of methods for Predicting the Trajectory of Object Movement in a Collaborative Robot-Manipulator Working Area

S Maksymova, A Abu-Jassar, D Gurin… - … Journal of Science …, 2024 - mjstjournal.com
This article presents a comparative analysis of methods for predicting object movement
trajectories in a collaborative robots-manipulator working area. The following approaches …

Automated Monitoring System Development for Equipment Modernization

A Bondariev, S Maksymova, V Yevsieiev - 2023 - openarchive.nure.ua
Анотація This study examines a problem that arises from the incompatibility of two factors.
The first is the desire to improve the enterprise in accordance with the concept of Industry …

Mobile Robot Position Determining Using Odometry Method

V Basiuk, S Maksymova, O Chala… - … Journal of Science and …, 2023 - mjstjournal.com
In this article, the authors propose an analysis of the cumulative error of robot movement. We
are considering a two-wheeled robot based on an Arduino board with three ultrasonic …

Grip** Device Development: Some Aspects

S Maksymova, V Yevsieiev, A Abu-Jassar - 2024 - openarchive.nure.ua
Анотація Grippers give robots flexibility and functionality, allowing them to effectively
perform a variety of tasks depending on the application context. Among other things, they …