The article analyzes the hardware and software complex for video data processing and computer vision algorithms. It covers video data processing processes, computer vision algorithms, including technologies such as CNN, YOLO and R-CNN, and shows the role of hardware such as GPU and FPGA in increasing their efficiency. It also analyzes software platforms (TensorFlow, OpenCV) and presents the capabilities of real-time video data processing. The article is devoted to the application of video data processing in industry, security and medicine, and considers prospects for further development.
| Mualliflar | Шамсиева, Хабиба |
|---|---|
| Jurnal | Al-Farg'oniy avlodlari |
| Nashriyot | ТАТУ Фарғона филиали |
| ISSN | 2181-4252 |
| Nashr sanasi | 2024-12-27 |
| Son | 4 |
| Til | Ingliz |
| Ilmiy soha | Texnika |
| Indeksga qo‘shilgan | 2026-08-26 |
Video ma’lumotlarga ishlov berish, kompyuterli ko’rish, CNN, YOLO, GPU, FPGA, TensorFlow, OpenCV, real vaqt algoritmlari, apparat dasturiy majmusi., обработка видеоданных, компьютерное зрение, CNN, YOLO, GPU, FPGA, TensorFlow, OpenCV, алгоритмы реального времени, аппаратное программное обеспечение
| APA | Шамсиева, Хабиба (2024). HARDWARE-SOFTWARE COMPLEX OF ALGORITHMS FOR VIDEO DATA PROCESSING AND COMPUTER VISION. Al-Farg'oniy avlodlari, (4). https://al-fargoniy.uz/index.php/journal/article/view/518 |
|---|---|
| GOST (OAK) | Шамсиева, Хабиба HARDWARE-SOFTWARE COMPLEX OF ALGORITHMS FOR VIDEO DATA PROCESSING AND COMPUTER VISION // Al-Farg'oniy avlodlari. – 2024. – № 4. |
| MLA | Шамсиева, Хабиба. “HARDWARE-SOFTWARE COMPLEX OF ALGORITHMS FOR VIDEO DATA PROCESSING AND COMPUTER VISION.” Al-Farg'oniy avlodlari, (4), 2024. https://al-fargoniy.uz/index.php/journal/article/view/518 |
| Chicago | Шамсиева, Хабиба. “HARDWARE-SOFTWARE COMPLEX OF ALGORITHMS FOR VIDEO DATA PROCESSING AND COMPUTER VISION.” Al-Farg'oniy avlodlari, (4) (2024). https://al-fargoniy.uz/index.php/journal/article/view/518 |
| Harvard | Шамсиева, Хабиба (2024) ‘HARDWARE-SOFTWARE COMPLEX OF ALGORITHMS FOR VIDEO DATA PROCESSING AND COMPUTER VISION’, Al-Farg'oniy avlodlari, (4). https://al-fargoniy.uz/index.php/journal/article/view/518 |
| BibTeX | @article{article2024,
title = {HARDWARE-SOFTWARE COMPLEX OF ALGORITHMS FOR VIDEO DATA PROCESSING AND COMPUTER VISION},
author = {Шамсиева, Хабиба},
journal = {Al-Farg'oniy avlodlari},
year = {2024},
number = {4},
url = {https://al-fargoniy.uz/index.php/journal/article/view/518}
} |
Boshqa maqola uchun iqtibos tayyorlash
Today, the Internet of Things technology is one of the fastest growing technologies. With the help of IoT technology, a large amount of data is transmitted, received and processed. The number of cyber attacks aimed at…
Mazkur maqolada O‘zbekistonning xalqaro bozorlarga mahsulot yetkazib berish jarayonida duch kelayotgan asosiy logistik muammolar, xususan, mamlakatning quruqlikda joylashgani tufayli yuzaga keladigan qiyinchiliklar…
The mathematical models of elastoplastic deformation of volumetric bodies with complex shapes are considered in a three-dimensional Cartesian coordinate system. The systems of equations obtained using finite…
Mazkur maqolada DDoS (Distributed Denial of Service) hujumlari bir yoki bir nechta manbalar orqali muayyan internet resursni ortiqcha yuklash orqali uni ishdan chiqarish hamda DDoS hujumlaridan foydalanib…
This paper is devoted to the segmentation of strongly related objects in digital medical images from blood images, in particular, using the polygon method. Using the diameters of segmented red blood cells, it is…
Annotation. In the course of this study, a mathematical model of solar activity was created at the specified coordinates for a certain time, with the development of an appropriate algorithm of action. In the course of…
The article explores the application of Robotic Process Automation (RPA) technologies in healthcare to automate routine and repetitive tasks. The key benefits of RPA are presented, including reducing administrative…
This article is dedicated to the methods of digital processing of knitted fabric images. It examines the effectiveness of artificial intelligence approaches and classical algorithms (Canny, Sobel, K-means) in the tasks…
Abstract: Pneumatic and hydraulic systems manipulate and convert energy into mechanical motion by manipulating gases or liquids under pressure. Each system works under different principles that optimize tasks with…
Maqolada MD usuli yordamida kam energiyaga ega kichik neytral mis metall klasterlarining geometrik tuzilmalarini modellashtirish natijalari keltirilgan. Atomlararo o‘zaro ta’sir jarayonlarini hisoblash uchun EAM…
Al-Farg'oniy avlodlari — barcha maqolalar · 2024-yil arxivi
This article examines compression as a meaning-oriented strategy in sign language translation and interpreting. Compression is understood not as arbitrary shortening, but as the selective reformulation of a source…
This study investigates the impact of Edge Computing on bandwidth utilization in Internet of Things (IoT)–driven Nigerian telecom networks. The rapid growth of IoT devices has significantly increased data traffic…
This article analyzes the scientific, pedagogical, and methodological foundations for the effective integration of national upbringing factors with modern global competencies in the context of continuous education…
This article addresses the problem of improving an adaptive traffic signal control algorithm at urban intersections by taking into account the dynamic characteristics of traffic flow. Fixed-time control under conditions…
Maqolada paxta xomashyosini yirik iflosliklardan tozalash jarayonida arrali baraban va kolosnikli panjara o‘rtasidagi o‘zaro ta’sirni takomillashtirish masalasi ko‘rib chiqilgan. Mavjud tozalagichlarda qo‘llaniladigan…
Maqolada paxta xomashyosini yirik va mayda iflosliklardan tozalash samaradorligini oshirishga qaratilgan ilmiy tadqiqotlar tizimlashtirilib, konstruktiv va texnologik omillarning o‘zaro ta’siri qiyosiy tahlil qilindi…