Ushbu maqolada oʻzbek imo-ishora tilining daktil alifbosi harflarini tanib olish algoritmi yoritilgan boʻlib, qoʻyilgan masalani yechish uchun chuqur oʻqitishga asoslangan YOLO arxitekturasining beshinchi versiyasidan foydalanilgan. Modelni oʻqitish uchun oʻzbek imo-ishora tilining daktil alifbosi harflarini ifodalovchi tasvirlardan tashkil topgan tasvirlar toʻplami hosil qilingan. Ishlab chiqilgan model samaradorligini baholash uchun precision, recall, average precision kabi mezonlardan foydalanilgan.
| Mualliflar | Urinov, Elmurod, Muhriddin, Umarov |
|---|---|
| Jurnal | Al-Farg'oniy avlodlari |
| Nashriyot | ТАТУ Фарғона филиали |
| ISSN | 2181-4252 |
| Nashr sanasi | 2024-03-25 |
| Jild | 1 |
| Son | 1 |
| Betlar | 29-33 |
| Til | O‘zbek |
| Ilmiy soha | Texnika |
| Indeksga qo‘shilgan | 2026-08-26 |
imo-ishora tili, sun’iy neyron tarmoqlar, YOLO, daktil alifbo, tasvirlar toʻplami, baholash mezonlari, obyektlarni aniqlash
| APA | Urinov, Elmurod, & Muhriddin, Umarov (2024). Oʻzbek ishora tili harflarini tanib olish algoritmi. Al-Farg'oniy avlodlari, 1(1), 29-33. https://al-fargoniy.uz/index.php/journal/article/view/252 |
|---|---|
| GOST (OAK) | Urinov, Elmurod, Muhriddin, Umarov Oʻzbek ishora tili harflarini tanib olish algoritmi // Al-Farg'oniy avlodlari. – 2024. – T. 1, № 1. – B. 29-33. |
| MLA | Urinov, Elmurod, and Muhriddin, Umarov. “Oʻzbek ishora tili harflarini tanib olish algoritmi.” Al-Farg'oniy avlodlari, 1(1), 29-33, 2024. https://al-fargoniy.uz/index.php/journal/article/view/252 |
| Chicago | Urinov, Elmurod, and Muhriddin, Umarov. “Oʻzbek ishora tili harflarini tanib olish algoritmi.” Al-Farg'oniy avlodlari, 1(1), 29-33 (2024). https://al-fargoniy.uz/index.php/journal/article/view/252 |
| Harvard | Urinov, Elmurod, and Muhriddin, Umarov (2024) ‘Oʻzbek ishora tili harflarini tanib olish algoritmi’, Al-Farg'oniy avlodlari, 1(1), 29-33. https://al-fargoniy.uz/index.php/journal/article/view/252 |
| BibTeX | @article{urinovelmurod2024,
title = {Oʻzbek ishora tili harflarini tanib olish algoritmi},
author = {Urinov, Elmurod and Muhriddin, Umarov},
journal = {Al-Farg'oniy avlodlari},
year = {2024},
volume = {1},
number = {1},
pages = {29-33},
url = {https://al-fargoniy.uz/index.php/journal/article/view/252}
} |
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