Please use this identifier to cite or link to this item: https://elib.vku.udn.vn/handle/123456789/5008
Title: Building Su Viet website integrating ai for recognizing vietnamese historical figures
Other Titles: Xây dựng webstie Sử Việt tích hợp AI nhận diện các nhân vật lịch sử
Authors: Nguyen, Duc Hien
Vo, Dinh Phu
Huynh, Xuan Hau
Keywords: Deep Learning
Vietnamese Historical Figures
Su Viet Website
ResNet-50
Generative Models
Issue Date: 5-Jun-2025
Publisher: Trường Đại học Công nghệ Thông tin và Truyền thông Việt - Hàn
Series/Report no.: NCKHSV;
Abstract: This study develops the “Su Viet” website integrated with AI to recognize Vietnamese historical figures through real and synthetic images. Addressing the limited availability of authentic historical images, we employ advanced image augmentation techniques, including image mixing, diffusion, and generative models, to create diverse and realistic representations of these figures. A ResNet-50 model is then trained to accurately identify and classify historical figures based on the augmented dataset. The model achieves an accuracy of 89.74% and an F1-Score of 89.37%, demonstrating that combining AI with innovative augmentation methods significantly enhances the accuracy and robustness of historical figure recognition. The website provides interactive learning tools, promoting historical education and digital heritage preservation.
Description: Kỷ yếu Nghiên cứu khoa học của sinh viên Trường Đại học Công nghệ Thông tin và Truyền thông Việt - Hàn năm học 2024-2025; trang 46-52.
URI: https://elib.vku.udn.vn/handle/123456789/5008
Appears in Collections:SV NCKH năm học 2024-2025

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