In the field of autonomous driving. the correct detection of traffic signs can provide important information for environmental perception. To address the low recognition rate and misdetection and missed detection issues of various traffic signs. we propose a coordinate attention - bidirectional feature pyramid network (CA-BIFPN) traffic sign detection model. https://parisnaturalfoodes.shop/product-category/magneisum/