English analysis of facial recognition algorithms in the python programming language

Qodirov, Ahmadxon, Umarov, Abdumukhtar, Rozaliyev, Abdumalikjon

Al-Farg'oniy avlodlari · 2023-yil

Annotatsiya

Facial recognition technology has revolutionized the way we interact with the world around us. From unlocking smartphones to identifying individuals in security footage, facial recognition algorithms have become an integral part of our daily lives. However, with the increasing sophistication of facial recognition technology, it is crucial to critically evaluate its performance and potential implications. This article delves into the analysis of facial recognition algorithms in the Python programming language, exploring their accuracy, efficiency, and broader considerations for responsible implementation. By comparing the performance of three popular algorithms – Eigenfaces, Fisherfaces, and Local Binary Patterns – we aim to identify the algorithm that strikes the most favorable balance between accuracy and efficiency. Furthermore, we discuss the broader implications of facial recognition technology, highlighting the importance of addressing potential biases, ensuring data privacy, and safeguarding individual rights.

Maqola ma’lumotlari
MualliflarQodirov, Ahmadxon, Umarov, Abdumukhtar, Rozaliyev, Abdumalikjon
JurnalAl-Farg'oniy avlodlari
NashriyotТАТУ Фарғона филиали
ISSN2181-4252
Nashr sanasi2023-12-11
Son4
Betlar197-205
TilIngliz
Ilmiy sohaTexnika
Indeksga qo‘shilgan2026-08-26

Maqolaning asl sahifasi

Kalit so‘zlar

Facial recognition, Python, Local Binary Patterns (LBP), Eigenfaces, Fisherfaces, algorithm

Ilmiy soha

Texnika

Iqtibos keltirish

APAQodirov, Ahmadxon, Umarov, Abdumukhtar, & Rozaliyev, Abdumalikjon (2023). English ANALYSIS OF FACIAL RECOGNITION ALGORITHMS IN THE PYTHON PROGRAMMING LANGUAGE. Al-Farg'oniy avlodlari, (4), 197-205. https://al-fargoniy.uz/index.php/journal/article/view/193
GOST (OAK)Qodirov, Ahmadxon, Umarov, Abdumukhtar, Rozaliyev, Abdumalikjon English ANALYSIS OF FACIAL RECOGNITION ALGORITHMS IN THE PYTHON PROGRAMMING LANGUAGE // Al-Farg'oniy avlodlari. – 2023. – № 4. – P. 197-205.
MLAQodirov, Ahmadxon, Umarov, Abdumukhtar, and Rozaliyev, Abdumalikjon. “English ANALYSIS OF FACIAL RECOGNITION ALGORITHMS IN THE PYTHON PROGRAMMING LANGUAGE.” Al-Farg'oniy avlodlari, (4), 197-205, 2023. https://al-fargoniy.uz/index.php/journal/article/view/193
ChicagoQodirov, Ahmadxon, Umarov, Abdumukhtar, and Rozaliyev, Abdumalikjon. “English ANALYSIS OF FACIAL RECOGNITION ALGORITHMS IN THE PYTHON PROGRAMMING LANGUAGE.” Al-Farg'oniy avlodlari, (4), 197-205 (2023). https://al-fargoniy.uz/index.php/journal/article/view/193
HarvardQodirov, Ahmadxon, Umarov, Abdumukhtar, and Rozaliyev, Abdumalikjon (2023) ‘English ANALYSIS OF FACIAL RECOGNITION ALGORITHMS IN THE PYTHON PROGRAMMING LANGUAGE’, Al-Farg'oniy avlodlari, (4), 197-205. https://al-fargoniy.uz/index.php/journal/article/view/193
BibTeX
@article{qodirovahmadxon2023,
  title = {English ANALYSIS OF FACIAL RECOGNITION ALGORITHMS IN THE PYTHON PROGRAMMING LANGUAGE},
  author = {Qodirov, Ahmadxon and Umarov, Abdumukhtar and Rozaliyev, Abdumalikjon},
  journal = {Al-Farg'oniy avlodlari},
  year = {2023},
  number = {4},
  pages = {197-205},
  url = {https://al-fargoniy.uz/index.php/journal/article/view/193}
}

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