图1 U-Net 的架构 图2 金字塔集合式结构(PPM) 表1 MobileNetV3 大型网络结构 图3 原最后阶段 图4 高效的最后阶段 图5 网络结构图 图6 改良解码器 图7 不同角度拍摄的玉米幼苗 图8 不同光照条件下拍摄的玉米幼苗 图9 部分数据集 (a)玉米幼苗 (b)早熟禾 (c)藜 (d)刺菜 (e)莎草 图10 部分人工标...
1.图像语义较为简单、结构较为固定。我们做脑的，就用脑CT和脑MRI，做胸片的只用胸片CT，做眼底的只...
In the experiments, we verified that the PPM-UNet obtained promising results of 0.9466 of Dice for the kidney and 0.9383 of Dice for tumour regions when the method was applied to the Kits19 database.Taylor And FrancisComputer Methods in Biomechanics and Biomedical Engineering: Imaging And ...
该网络有3个特征提取分支,输出特征图分别为原图大小、原图的1/4大小和原图的1/16大小,每个分支都共享一部分网络权重。并在第二个特征提取网络中加入了通道分割、注意力模块(CBAM)和金字塔池化模块(PPM)。实验结果表明,fast-Unet相较于Unet网络,在MIoU和MPA上都提升了0.07,FPS提高了43.08,单个样本在线检测耗时仅为2...
im0163.ppm.9952 im0077.ppm.9925 im0162.ppm.9913 im0081.ppm.9930 im0291.ppm.9635 im0005.ppm.9703 im0235.ppm.9912 im0004.ppm.9732 im0044.ppm.9883 im0001.ppm.9709 im0002.ppm.9588 im0236.ppm.9893 im0255.ppm.9819 AVERAGE: .9805 +- .0113 ...
内容概要:基于pytorch搭建的unet模型进行训练 使用人群:深度学习分析师+计算机专业类学生 使用场景:数据分析,医学影像识别 点赞(0)踩踩(0)反馈 所需:1积分电信网络下载 CEMS计算工具,ppm 与 mg/m3 浓度转换, 折算浓 2025-02-22 21:58:30 积分:1
we add a gating mechanism to the self-attention to control the influence of the relative position on the global. Under this structure, we combine cross residual fusion block (CRFB) and pyramid pooling module (PPM) to enhance the feature extraction ability of the model. We use four datasets,...
To boost the ability to gather global in-formation, PSPNet employs a PPM (pyramid pooling module). DeepLabV3 + inherits the atrous convolution used in DeepLabV1-DeepLabV320,21,22. intending to expand the receptive field. To improve model performance, the author proposed a lightweight ...
im0139.ppm.9845 im0082.ppm.9929 im0240.ppm.9832 im0003.ppm.9856 im0319.ppm.9702 im0163.ppm.9952 im0077.ppm.9925 im0162.ppm.9913 im0081.ppm.9930 im0291.ppm.9635 im0005.ppm.9703 im0235.ppm.9912 im0004.ppm.9732 im0044.ppm.9883 ...
一方面，UNet缺少类似ASPP和PPM这样的模块来提升感受野，所以很难分割出像卡车这样大尺寸的物体，导致在mI...