An optimized domain-specific shrimp detection architecture integrating conditional GAN and weighted ensemble learning

Abstract Deep learning primarily operates on images which contain hidden patterns that are quantified through pixel intensities. Deep learning is used to analyze the image patterns and to recognize the objects. The detection process includes the creation of labels with bounding boxes, and it will be...

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Bibliographic Details
Main Authors: L. Ravi Kumar, Ravi Kumar Tata, T. R. Mahesh, Endris Mohammed Ali
Format: Article
Language:English
Published: Nature Portfolio 2025-07-01
Series:Scientific Reports
Subjects:
Online Access:https://doi.org/10.1038/s41598-025-06758-4
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