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

Sci Rep · 2025 · PMC11782500 · PMID 39885290

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a decreasing trendno p-value reported
In non-hierarchical and hierarchical models, all three losses, namely, CIoU, classes, and objectness, exhibited a decreasing trend, stabilizing eventually.

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