Anggito Wahyu Adi

XGBoost Implementation for Marine Fish Image Classification Using VGG19-Based Transfer Learning

Abstract. Accurate identification of fish species is important for trade supervision, marine biology, and fisheries management. This study develops a classification system for nine marine fish species by combining VGG19-based feature extraction with XGBoost. Using 9,000 balanced RGB images from the Kaggle Large-Scale F...