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Open access Aug 2026

DAAL-YOLOv12n: A Method for Detecting Common Forest Pests Incorporating Dynamic Attention and Adaptive Lightweight Modules

Variable illumination, severe occlusion, and the small scale of pest instances in complex forest environments significantly compromise the accuracy of automated forest pest detection. Existing deep learning-based detection models often face challenges in achieving an optimal trade-off among detection accuracy, model li...

Song-Nan Chen, Xue-Lin Chen, Yun Pan · 0 citations

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