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 |
| Nashr sanasi | 2024-03-25 |
| Jild | 1 |
| Son | 1 |
| Betlar | 29-33 |
| Til | Rus |
imo-ishora tili, sun’iy neyron tarmoqlar, YOLO, daktil alifbo, tasvirlar toʻplami, baholash mezonlari, obyektlarni aniqlash
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