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Jin Guo

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Open access Aug 2026

Enhance-YOLOv8: a robust small-object detection framework for complex agricultural pest scenarios

This work proposes Enhance-YOLOv8, which replaces YOLOv8's Cross Stage Partial with 2 convolutions (C2f) backbone module with Enhance Adaptive Fine-grained Channel Attention (Enhance_AFCA), which integrates hierarchical multi-scale feature extraction and adaptive edge enhancement to address edge information loss and in...

Saiqi Pi, Fa-Yuan Xu, Fei Wang et al. · 0 citations

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