Hierarchical image classification using transfer learning to improve deep learning model performance for amazon parrots

Abstract Numerous studies have proven the potential of deep learning models for classifying wildlife. Such models can reduce the workload of experts by automating species classification to monitor wild populations and global trade. Although deep learning models typically perform better with more inp...

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Bibliographic Details
Main Authors: Jung-Il Kim, Jong-Won Baek, Chang-Bae Kim
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-88103-3
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