yolov8softnms
时间: 2023-09-06 18:08:26 浏览: 241
Yolov8softnms是指在Yolov8算法中引入了soft-NMS和各个IOU变体。soft-NMS是为了解决密集遮挡场景下Yolov8自带的非最大值抑制算法(NMS)可能导致的问题,比如批量漏检。通过修改ultralytics/yolo/utils/ops.py文件,将soft-NMS和各个IOU变体应用于Yolov8算法,进一步提升了检测精度。在原来的torchvision.ops.nms函数中,soft-NMS和各个IOU变体被添加进来,以实现更加准确的目标检测。<span class="em">1</span><span class="em">2</span><span class="em">3</span>
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- *1* *2* [Yolov8优化:引入Soft-NMS并结合各个IOU变体GIOU、DIOU、CIOU、EIOU、SIOU,进一步提升密集遮挡场景检测...](https://blog.csdn.net/m0_63774211/article/details/131376873)[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%"]
- *3* [yolov8改进-添加Wise-IoU,soft-nms](https://blog.csdn.net/darkredrock/article/details/130292080)[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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