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International Journal Articles
NAWANOL THEERA-AMPORNPUNT
N. Theera-Ampornpunt and P. Treepong, " Visual Food Ingredient Prediction Using Deep Learning with Direct F-Score Optimization," Foods, vol. 14, no. 24, Dec. 2025, Art. no. 4269, doi: 10.3390/foods14244269.
Tag: F-score optimization , loss function , Deep learning , food ingredient prediction , image classification , cost-sensitive learning
PANISA TREEPONG
N. Theera-Ampornpunt and P. Treepong, " Visual Food Ingredient Prediction Using Deep Learning with Direct F-Score Optimization," Foods, vol. 14, no. 24, Dec. 2025, Art. no. 4269, doi: 10.3390/foods14244269.
Tag: F-score optimization , loss function , Deep learning , food ingredient prediction , image classification , cost-sensitive learning