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Search: "[ author: Seyeon Park ]" (2)

1. Exploring Data Augmentation Ratios for YOLO-Based Multi-Category Clothing Image Classification by Model Size

Seyeon Park, Sunga Hwang, Beakcheol Jang, Vol. 25, No. 5, pp. 95-105, Oct. 2024
10.7472/jksii.2024.25.5.95
Keywords: clothing classification, Object Detection, color extraction, hyper-parameter fine-tuning, Image Augmentation
2. Fine-tuning BERT-based NLP Models for Sentiment Analysis of Korean Reviews: Optimizing the sequence length

Sunga Hwang, Seyeon Park, Beakcheol Jang, Vol. 25, No. 4, pp. 47-56, Aug. 2024
10.7472/jksii.2024.25.4.47
Keywords: BERT, hyperparameter fine-tuning, input sequence length, topic modeling, sentiment analysis, Korean review analysis