Benchmarking deep learning models for object detection on edge computing devices

DK Alqahtani, MA Cheema, AN Toosi - International Conference on …, 2024 - Springer
Modern applications, such as autonomous vehicles, require deploying deep learning
algorithms on resource-constrained edge devices for real-time image and video processing …

Application of Computer Vision Algorithms to Solve the Problem of Smoke Detection in Industrial Production

G Algashev, A Kupriyanov - Optical Memory and Neural Networks, 2024 - Springer
This paper proposes an approach for detecting smoke in industrial production using
computer vision. The task of detecting smoke and fire can be framed as a detection problem …

[HTML][HTML] Recognition of Drusen Subtypes on OCT Data for the Diagnosis of Age-Related Macular Degeneration

NY Ilyasova, NS Demin, NS Kuritsyn - Journal of Biomedical …, 2024 - cyberleninka.ru
The aim of this work is to identify drusen subtypes on OCT images for the diagnosis of age-
related macular degeneration. In this paper we propose a technology of drusen extraction …

Low-Cost Blind Spot Detection System Based on Lite Object Detection Algorithm and Limited Resources Hardware

R Alaa, H Al-Libawy, EA Hussein - 2024 4th International …, 2024 - ieeexplore.ieee.org
Blind spot detection systems have become integral components of modern vehicle safety
systems, aiming to mitigate the risks associated with lane-changing maneuvers. However …

A Comprehensive Analysis of Nvidia's Technological Innovations, Market Strategies, and Future Prospects

J Wang, J Hsu, Z Qin - International Journal of Information …, 2024 - igi-global.com
The article provides an in-depth analysis of Nvidia's technological evolution and its profound
impact on Machine Learning, Big Data, and Artificial Intelligence (AI) on a global scale …

AI on the Edge: A Novel Approach to Detect Waste on Water Bodies

IS Prasad, M Sanketh - 2024 8th International Conference on …, 2024 - ieeexplore.ieee.org
Marine environments are being increasingly burdened by waste from heavy industries and
the large scale disposal of electronics and plastics into waterways that flow into the oceans …

Development of an Algorithm to Detect Components During Production

E Pechenina, V Pechenin… - 2024 X International …, 2024 - ieeexplore.ieee.org
In order to facilitate the identification of contents in production containers, a cascade
algorithm has been developed. The two stages of the algorithm are the detection of …