Snake-DETR: a lightweight and efficient model for fine-grained snake detection in complex natural environments

Snake-DETR: a lightweight and efficient model for fine-grained snake detection in complex natural environments

Abstract The rapid changes in the global environment have led to an unprecedented decline in biodiversity, with over 28% of species facing extinction. This includes snakes, which are key to ecological balance. Detecting snakes is challenging due to their camouflage and elusive nature, causing data l...

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Bibliographic Details
Main Authors: Heng Wang, Shuai Zhang, Cong Zhang, Zheng Liu, Qiuxian Huang, Xinyi Ma, Yiming Jiang
Format: Article
Language:English
Published: Nature Portfolio 2025-01-01
Series:Scientific Reports
Subjects:
Snake object detection
Fine-grained object detection
RT-DETR
Power-IoU
Context anchor attention
Snake
Online Access:https://doi.org/10.1038/s41598-024-84328-w
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https://doi.org/10.1038/s41598-024-84328-w

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