yolov5 carafe

Yolov5 CARAFE是基于Yolov5的轻量级上采样算子，它被用来提升小目标检测性能。CARAFE全称是Channel Attention Is All You Need，是一种注意力机制，可以在保持网络轻量化的同时提高检测的准确性。CARAFE算子通过学习来自不同通道的信息的重要性，并将其应用于上采样过程中，以增强对小目标的检测能力。通过引入CARAFE算子，Yolov5可以更好地捕捉小目标的细节信息，提高检测性能。<span class="em">1</span><span class="em">2</span><span class="em">3</span>
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- *1* [YOLOv5/v7 应用轻量级通用上采样算子CARAFE](https://blog.csdn.net/weixin_43694096/article/details/126148795)[target="_blank" data-report-click={"spm":"1018.2226.3001.9630","extra":{"utm_source":"vip_chatgpt_common_search_pc_result","utm_medium":"distribute.pc_search_result.none-task-cask-2~all~insert_cask~default-1-null.142^v93^chatsearchT3_1"}}] [.reference_item style="max-width: 50%"]
- *2* *3* [涨点优化：基于Yolov5的红外小目标性能提升，多种网络结构组合DCNV3、CARAFE、多头检测器等](https://blog.csdn.net/m0_63774211/article/details/130881380)[target="_blank" data-report-click={"spm":"1018.2226.3001.9630","extra":{"utm_source":"vip_chatgpt_common_search_pc_result","utm_medium":"distribute.pc_search_result.none-task-cask-2~all~insert_cask~default-1-null.142^v93^chatsearchT3_1"}}] [.reference_item style="max-width: 50%"]
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