A predicted-FIS (p-FIS) is quantified from the CNN output and is compared to the reference-FIS (r-FIS) as complete (FIS≥90%), partial (10%≤ FIS< 90%) or absent (FIS< 10%). A mean(±SD) SDC of 0.95(±0.037) is achieved for the left oblique fissure (LOF); 0.84(±0.144)...
The recent advances in Vision Transformer (ViT) have demonstrated its impressive performance in image classification, which makes it a promising alternative to Convolutional Neural Network (CNN). Unlike CNNs, ViT represents an input image as a sequence of image patches. The patch-wise input image ...
视觉变换器(ViT)的最新进展显示了其在图像分类方面的出色性能,这使其成为卷积神经网络(CNN)的一个有前途的替代方案。与CNN不同,ViT将输入图像表示为一系列图像补丁。基于补丁的输入图像表示使以下问题变得有趣:与CNN相比,当单个输入图像补丁受到自然破坏或对抗性干扰时,ViT表现如何?在这项工作中,我们研究了ViT对补丁...
根据看的近边缘分割效果好的想法,我们沿着预测实例的边界提取和细化一系列小的边界块(patch)。我们通过一个更高分辨率的边界补丁细化网络来完成边缘的重新细化。在Cityscapes 数据集上,所提出的BPR框架比MaskR-CNN方法产生了显著的改进,特别是在边界感知度量上。此外,通过将BPR框架应用于“PolyTransfor+SegFix”基准,我...
Mask R-CNN + SegFix [segfix]38.263.463.2 w/ BPR†40.063.467.0 Table 10: Results onCOCO.AP⋆ is measured on the higher-qualityLVIS [lvis] annotations. We improved based on the results of Mask R-CNNResNeXt-FPN-101 baseline. w/ BPRAPAP⋆AP⋆SAP⋆MAP⋆LAF ...
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(cracked and un-cracked classes) of the cropped image patches and data imbalance corrections have been applied to the prediction probabilities as recommended by.34Since a CNN model is free to accept any image size on which it is trained, the C15 model proposed by34has been retrained on 256 ...
Last commit date Latest commit History 40 Commits .github/ISSUE_TEMPLATE assets attack_utils dataset_utils frcnn_utils misc_utils models pretrained_universal ssd_utils tog yolov3_utils .gitignore README.md _config.yml demo_frcnn.ipynb demo_patch.ipynb ...
CNN-MethodDL ‑ TMVA-DNN-CNN-MethodDL TMVA-DNN-CNN-PoolingLayer-CPU ‑ TMVA-DNN-CNN-PoolingLayer-CPU TMVA-DNN-CNN-Pred-CPU ‑ TMVA-DNN-CNN-Pred-CPU TMVA-DNN-CNN-Reshape-CPU ‑ TMVA-DNN-CNN-Reshape-CPU TMVA-DNN-CNN-RotWeights-CPU ‑ TMVA-DNN-CNN-RotWeights-CPU TMVA-DNN-...
The Ocean Cleanup’s founder, Boyan Slat, told CNN earlier this year that the patch contained an estimated 1.8 trillion pieces of plastic, weighing 80,000 metric tons. “It also is increasing, so we’ve seen exponential increase in the amount of plastic, which means it’s just going to ...