为解决现有烧伤严重程度分类方法精度与实时性能难以平衡的问题,研究人员开展了基于深度学习的相关研究。利用增强的 ResNet18 架构及注意力机制,结合优化策略和后处理技术,在烧伤皮肤测试数据集上,模型分类准确率达 99.19% ± 0.12,mAP 为 98.72% ± 0.10,有助于实时临床烧伤评估。广告...
This study proposes an automated sex classification method based on deep learning, utilizing the SE-ResNet18 model, an enhanced variant of ResNet-18. The SE-ResNet18 model incorporates the Squeeze-and-Excitation ( SE) module and global average pooling, enabling it to ...
SE-ResNet18水产养殖三疣梭子蟹(Portunus trituberculatus)是一种具有重要经济价值的甲壳类动物,性别分类的准确性对于优化水产养殖策略和提高海产品加工效率至关重要.该研究提出了一种基于深度学习的自动性别分类方法,采用了增强型卷积神经网络模型SE-ResNet18.该模型结合了Squeeze-and-Excitation(SE)模块和全局平均池化,...
Pulmonary-Nodule Detection Using an Ensemble of 3D SE-ResNet18 and DPN68 ModelsThis short paper describes our contribution to the LNDb - Grand Challenge on automatic lung cancer patient management [1]. We only participated in Sub-Challenge A: Nodule Detection. The officially stated goal of this...
By combining the residual neural network (ResNet) with Squeeze-and-Excitation (SE) Block, the feature extraction capability of the network model is maximized. Utilizing the fault transient information, the proposed scheme can realize real-time diagnosis of any large disturbance to the power system....
sepasi jamei · 1y ago· 24 views arrow_drop_up0 Copy & Edit8 more_vert cifar100-class0-resnet18-pretrain100000tiny Copied from Freidoon-15_AI (+55,-217)NotebookInputOutputLogsComments (0)Input Data No Attached Data SourcesSyntaxError: Unexpected token '<', "<!doctype "... is not...
sepasi jamei · 2y ago· 27 views arrow_drop_up0 Copy & Edit8 more_vert cifar100-class0-resnet18-pretrain100000tiny Copied from Freidoon-15_AI (+55,-217)NotebookInputOutputLogsComments (0)Logs check_circle Successfully ran in 7871.9s Accelerator GPU P100 Environment Latest Container Image...
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