"runs/" + "May29_06-04-06_cs231n-1se_resnext50_32x4d-bs-64-clr0.006-0.0006-mom0.9-wd1e-5-scale0.3-0.6-rota15-cas-best-classes25-trainval" + "/model_best.pth.tar", # 0.6631, PW1 "runs/" + "May29_19-25-32_cs231n-1se_resnext101_32x4d-bs-64-lr0.006-mom0.9-wd1e-5...
def get_se_resnext50_32x4d_model(model_class, num_classes, model_file=None, pretrained=False): model = model_class(num_classes=1000, pretrained='imagenet' if pretrained else False) model = model_class(num_classes=1000, pretrained='imagenet' if pretrained else None) num_ftrs = model....
The investigation is based on the Luna-16 dataset and the SE-ResNeXt-50-CNN. All experiments were conducted by integrating Keras and Python 3.7.9 to implement the DL frameworks with Tensorflow as the backend engine. The LUNA16 dataset was divided into an 80:20 ratio, with 80 % of the...
model_urls = { 'se_resnext50_32x4d': '/home/aistudio/se_resnext50_32x4d-a260b3a4.pdparams', 'se_resnext101_32x4d': '/home/aistudio/se_resnext101_32x4d-3b2fe3d8.pdparams' } In [18] model = paddle.Model(se_resnext50_32x4d(pretrained=True,num_classes=7,input_dim=3)) In [19...
SE-ResNeXt-50-CNN: A deep learning model for lung cancer classification Applied Soft Computing Volume 171, March 2025, Page 112696 Purchase options CorporateFor R&D professionals working in corporate organizations. Academic and personalFor academic or personal use only. ...
In this paper, a gearbox fault diagnosis method grounded on improved complete ensemble empirical mode decomposition with adaptive noise, a multiscale permutation entropy and adaptive wavelet thresholding (ICEEMDAN-MPE-AWT) denoising method and an SE-ResNeXt50 transfer learning model ar...
Learn more OK, Got it.( ͡° ͜ʖ ͡°) · 5y ago· 143 views arrow_drop_up1 Copy & Edit2 more_vert se_resnext50_32x4d Inference Copied from private notebook (+44,-49)NotebookInputOutputLogsComments (0)comment 0 Comments Hotness ...
The process of fault diagnosis based on ICEEMDAN-MPE-AWT and SE-ResNeXt50 transfer learning model is illustrated in Figure 1. Figure 1. The process of fault diagnosis based on ICEEMDAN-MPE-AWT and SE-ResNeXt50 transfer learning model. 3. Gramian Angular Field Gramian angular field can ...
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"runs/" + "May23_21-11-42_cs231n-1se_resnext50_32x4d-bs-64-clr0.06-0.006-mom0.9-wd1e-5-cutout4-minscale0.4-rota15-cas" + "/model_best.pth.tar", # 0.655, PW1 "runs/" + "May24_07-07-00_cs231n-1se_resnext50_32x4d-bs-64-lr0.0006-mom0.9-wd1e-5-cutout4-minscale0.4-...