MIKROGES GIDROTEXNIK INSHOOTLARINI DIAGNOSTIKA QILISHDA KOMPYUTER KO'RISHI VA CNN TARMOQLARI

Authors

  • Sattarov Abrorbek Nodirjon o'g'li Author

Keywords:

mikroGES, kompyuter ko'rishi, CNN, YOLOv8, U-Net, diagnostika, defekt aniqlash, chuqur o'rganish

Abstract

Ushbu maqolada mikroGES gidrotexnik inshootlari (suv qabul qiluvchi panjara, kanal, dam, turbina kamerasi) holatini kamera tasvirlari orqali avtomatik aniqlash tizimi taklif qilingan. Tizim ikkita neyron tarmoqdan foydalanadi: YOLOv8 — rasmda nuqson yoki qoldiqni topadi, U-Net — aniqlangan muammoning aniq chegaralarini chizib beradi. Bu yondashuv texnik xizmatni "buzilgandan keyin tuzatish" rejimidan "muammoni oldindan aniqlash" rejimiga o'tkazish imkonini beradi. Tadqiqot tog'li tumanlardagi, doimiy tekshirish qiyin bo'lgan mikroGES uchun amaliy ahamiyatga ega.

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Author Biography

  • Sattarov Abrorbek Nodirjon o'g'li

    Namangan davlat texnika universiteti,

    Kompyuter texnologiyalari va ularning dasturiy ta'minoti

    yo'nalishi 2-kurs magistranti

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Published

20.03.2026

Conference Proceedings Volume

Vol. 2 No. 1 (2026): 3rd International Conference on “Current Issues in the Development of Science and Education”

Section

Articles

How to Cite

MIKROGES GIDROTEXNIK INSHOOTLARINI DIAGNOSTIKA QILISHDA KOMPYUTER KO’RISHI VA CNN TARMOQLARI. (2026). International Conference on "Current Issues in the Development of Science and Education", 2(1), 149-153. https://ibratprint.uz/index.php/ibratprint/article/view/452

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