YOLOV8 MODELI YORDAMIDA OLMALARNI SANOAT KONVEYERIDA AVTOMATIK TASNIFLASH
DOI:
https://doi.org/10.65164/0vvh4a36Keywords:
Kalit so‘zlar: sun’iy intellekt, kompyuter ko‘rish, YOLOv8, olma saralash, optik nazorat, raqamli texnologiyalar, chuqur o‘qitish, real vaqt tizimi.Abstract
Mazkur maqolada sanoat konveyerlarida olmalarni sun’iy intellekt asosida avtomatik saralash tizimi ishlab chiqildi. Tadqiqotda kompyuter ko‘rish texnologiyalari va YOLOv8 modeli yordamida olmalarni real vaqt rejimida aniqlash hamda tasniflash usuli taklif etildi. Tizimda optik kuzatish, barqaror yoritish muhiti va aylantiruvchi mexanizmlar qo‘llanilib, meva yuzasidagi nuqsonlarni aniqlash samaradorligi oshirildi. Tajriba natijalari ishlab chiqilgan tizimning yuqori aniqlik va tezlikda ishlashini ko‘rsatdi. Taklif etilgan yondashuv qishloq xo‘jaligi mahsulotlarini qayta ishlash jarayonlarini avtomatlashtirish va mahsulot sifatini nazorat qilish imkonini beradi.
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