Management and Economics Scientific Research Journal Volume 2 Issue 2 (2025) · pp. 175-177
ТАСВИРЛАРНИ ТАСНИФЛАШДА ҚЎЛЛАНИЛАДИГАН УСУЛЛАР
Маматов Н.С, Валижонов И.Х, Шукруллоев Б.Р
Abstract
The article studies modern methods used in image classification. Classificationmethods such as traditional methods, CNN (Convolutional Neural Network), Vision Transformer(ViT) and hybrid approaches are compared. The specific features of each method, areas ofapplication, and their advantages and disadvantages are shown. The results of the study areimportant in choosing the appropriate method for processing image data.
Tasvirlarni tasniflash, sun'iy intellekt, mashinali o'qitish, an'anaviy usullar, CNN, Vision Transformer, gibrid usullar, kompyuterli ko'rish, konvolyutsiya qatlamlari, SIFT, HOG, belgilarni ajratish.
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