Анотація The paper deals with the actual tasks of computer vision–recognition and classification of objects in images. Deep learning methods based on neural networks are …
Анотація This paper explores the possibility of using various convolutional neural network models to recognize handwritten Arabic characters. It discusses which of the existing …
YI Daradkeh, V Gorokhovatskyi… - Computers …, 2024 - search.ebscohost.com
The research aims to improve the performance of image recognition methods based on a description in the form of a set of keypoint descriptors. The main focus is on increasing the …
Анотація The article develops methods to solve a fundamental problem in computer vision: image recognition of visual objects. The results of the research on the construction of …
Анотація This paper explores the classification of video data with convolutional neural networks. It discusses how convolutional neural network architecture can do this task with …
The research aims to improve structural methods of image classification based on a description as a set of keypoint descriptors. The focus is on implementing a classifier training …
A Hurin, H Khudov, O Kostyria, O Maslenko… - Advanced Information …, 2024 - ais.khpi.edu.ua
The subject matter of the article is methods of detecting spectral anomalies on images from remote sensing systems. The goal is to conduct a comparative analysis of methods for …
D Karakonstantyn, I Tvoroshenko - 2024 - openarchive.nure.ua
Анотація The research is devoted to the analysis of modern methods of optimizing the performance of the server part of information systems, which help to increase the speed of …
In recent years, the field of computer vision has undergone a transformative evolution, largely driven by the emergence of Convolutional Neural Networks (CNNs). These …