Pine Wilt Disease (PWD) is one of the most dangerous and destructive disease in the global forest ecosystems. Based on a dataset of pine wilt disease infected trees that we collected and produced. we developed new technology derived from YOLOv5s to promote the detection performance of the PWD infected trees in this work. in which attention mechanisms. https://wholelatteslovers.shop/product-category/distribution-tool/