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Conference Paper
Developing an Automated Synthetic Korean Painting Dataset Generation System for AI Training
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- Authors
- Sungwon Moon, Jiwon Lee, Dowon Nam
- Issue Date
- 2025-02
- Citation
- International Conference on Advanced Communications Technology (ICACT) 2025, pp.389-391
- Language
- English
- Type
- Conference Paper
- Abstract
- This paper describes research on automatically generating training datasets to develop AI specialized for Korean paintings. The goal of our research is to use generative AI to generate synthetic Korean paintings while automatically labeling object areas within the paintings. In addition, we quantitatively evaluated the training dataset generated by the proposed system, and qualitatively evaluated the dataset by Korean traditional culture experts. Based on these experimental results, we suggest directions for future research and improvement.
- KSP Keywords
- Dataset generation, Generation system, traditional culture