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Ushbu maqolada inson yuzini aniqlash bo‘yicha dasturiy ta‘minotni (face id) ishlab  chiqish  muammolari,  unga  oid  olimlarning  ishlari  tahlil  etilgan.  Shuningdek,  mazkur maqolada inson yuzini aniqlash bo‘yicha dasturiy ta‘minotni (face id) ishlab chiqishning dastlabki bosqichlari keltirilgan.

  • O'qishlar soni 25
  • Nashr sanasi 30-01-2026
  • Asosiy tilO'zbek
  • Sahifalar7-16
Ўзбек

Ushbu maqolada inson yuzini aniqlash bo‘yicha dasturiy ta‘minotni (face id) ishlab  chiqish  muammolari,  unga  oid  olimlarning  ishlari  tahlil  etilgan.  Shuningdek,  mazkur maqolada inson yuzini aniqlash bo‘yicha dasturiy ta‘minotni (face id) ishlab chiqishning dastlabki bosqichlari keltirilgan.

Русский

В  данной  статье  анализируются  проблемы  разработки  программного обеспечения  для  распознавания  лиц  человека  (face  id)  и  работы  ученых,  связанных  с  ним. Также  в  данной  статье  представлены  начальные  этапы  разработки  программного обеспечения для распознавания лиц человека (face id).

English

This article analyzes the problems of developing facial recognition software (face id) and the work of scientists related to it. This article also presents the initial stages of developing software for facial recognition (face id).

№ Muallifning F.I.Sh. Lavozimi Tashkilot nomi
1 Mirsanov U.M. professor Navoiy Davlat Universiteti
2 Nurullayeva L.Z. magistr Navoiy Davlat Universiteti
№ Havola nomi
1 Gulshod Y.N. Yuzni aniqlash algoritmi: HAAR CASCADE // Prospects for Innovative Technologies in Science and Education, 2(10). 2025. – B. 49-63.
2 Axmadjonov I. R., Axmadjonova Y. A. Pythonda OPENCV kutubxonasidan foydalanib inson his tuyg‘ularini aniqlash usullari // Scientific journal of Construction and Education, ISSN 2181-3779, 3-jild, 6-son, 2024. – B. 173-176.
3 Chorshanbiyeva M. Yuzni aniqlashda algoritmlarni tahlil qilish // Tadqiqotlar jahon ilmiy-metodik jurnali. – Vol. 39 No. 6 39-son, 6-qism. (2024). – B. 18-21.
4 Tojiyev A. O. Zamonaviy texnika va texnologiyalar yordamida inson yuzini identifikatsiya qilish choralarini takomillashtirish // Fan, innovatsiya va texnologiyalar rivojlanishining dolzarb muammolariva yechimlari mavzusidagi respublika ilmiy-amaliy online konferensiya, 20-may 2025. – B. 20-25.
5 Minavarjonov O.O, Usmonov M.M. Face recognition yordamida yuzlarni taniy oladigan tizim // Образование наука и инновационные идеи в мире, Часть– 3 Декабрь–2025 B 102-113
6 Philip Ian Wilson, Dr. John Fernandez, Facial Feature Detection Using HAAR CLASSIRIERS // Journal of Computing Sciences in Colleges, Volume 21 Issue 4, April 2006.
7 Ramadan Th. Hasan va Amira Bibo Sallow. Face Detection and Recognition Using OpenCV //Journal of Soft Computing and Data Mining, 2021.
8 Maliha Khan, Sudeshna Chakraborty, Rani Astya, Shaveta Khepra, Face Detection and Recognition Using OpenCV. //International Conference on Computing, Communication, and Intelligent Systems, 2019.
9 Banumalar Koodalsamy, Manikandan Bairavan Veerayan & Vanaja Narayanasamy. Face Recognition using deep learning, // E3S Web of Conferences 387, 05001, ICSERET-2023.
10 Yuting Xing. Research and application of facial recognition technology based on AI recognition system and information privacy protection, // Proceedings of the 3 rd international Conference on Digital Economy and Computer Application, Dec 2023..
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