ASF-YOLO基于YOLO分割框架,采用尺度序列特征融合(SSFF)模块来增强网络的多尺度信息提取能力,并采用三重特征编码器(TPE)模块融合不同尺度的特征图以提高细节信息。本文引入了一个通道和位置注意力机制(CPAM),将SSFF和TPE模块集成起来,专注于信息通道和空间位置相关的小对象,以改善检测和分割性能。 2. ASF-YOLO的主要...
涨点效果:在我自己的数据集上mAP50 由0.986涨到了0.989,mAP50-95由0.737涨到0.745,实现有效涨点! YoloV8改进策略:ASF-YOLO,结合了空间和尺度特征在小目标和密集目标场景有效涨点_attentional scale sequence fusion-CSDN博客jingjing.blog.csdn.net/article/details/135075455?spm=1001.2014.3001.5502 本文提出了一...
Cross Stage Partial Darknet与CSPDarknet53是从YOLOv4修改而来,并被设计为YOLOv5的backbone网络,其中包含C3(包括3个卷积层)和ConvBNSiLU模块。在YOLOv5和YOLOv8的backbone中,第1-5级特征提取分支P1、P2、P3、P4和P5对应着与这些特征图相关的YOLO网络输出。YOLOv5 v7和YOLOv8是第一个主流基于YOLO的架构,可以处理...
表1 显示了 ASF-YOLO 在 DSB2018 数据集上与其他经典和先进方法的性能比较,这些方法包括 Mask R-CNN [2]、Cascade Mask R-CNN [3]、SOLO [4]、SOLOv2 [5]、YOLACT [6]、Mask R-CNN with Swin Transformer backbone (Mask RCNN Swin T)、YOLOv5l-seg v7.0 [8] 和 YOLOv8l-seg [9]。 作者的...
We propose a novel Attentional Scale Sequence Fusion based You Only Look Once (YOLO) framework (ASF-YOLO) which combines spatial and scale features for accurate and fast cell instance segmentation. Built on the YOLO segmentation framework, we employ the Scale Sequence Feature Fusion (SSFF) module...
A novel attentional scale sequence fusion based on YOLO.Three novel modules in the neck part of the YOLO framework.We introduce scale sequence feature fusion and triple feature encoding modules.We introduce a novel channel and position attention mechanism.ASF-YOLO achieves competitive performance in bo...
1.基于偏振图像的低照度场景多目标检测算法2.交通场景中多目标车辆快速检测与分割算法3.基于Dim env-YOLO算法的昏暗场景车辆多目标检测4.基于改进YOLOv4算法的交通场景目标检测5.交通场景下基于YOLOv5的目标检测与分割算法 因版权原因,仅展示原文概要,查看原文内容请购买©...
建议作者将pt文件换成链接的方式,不然code下载下来太慢了 Owner mkang315 commented Feb 8, 2024 Sorry for that. You may download ASF-YOLO v1.0 if you don't need the file yolov5l-seg.pt. Thank you for being so considerate. Sorry, something went wrong. Sign up for free to join this...
File "/media/dell/lhx/yolo/ASF-YOLO/segment/train.py", line 658, in main(opt) File "/media/dell/lhx/yolo/ASF-YOLO/segment/train.py", line 554, in main train(opt.hyp, opt, device, callbacks) File "/media/dell/lhx/yolo/ASF-YOLO/segment/train.py", line 317, in train ...
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