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CPM-Net: A 3D Center-Points Matching Network for Pulmonary Nodule Detection in CT Scans

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I want to use it in kits2021 public data, how to build train and val csv?

Hello, I would like to reproduce your result on LUNA16, could you provide the data preparation script? Thanks,

> Dear zunzhumu, > > Hi! > > I have this problem, why the loss is zero > > INFO:root:Train Epoch: 160 [0/6 (0%)] cls_Loss: 0.000000 shape_loss:0.000000 offset_loss:0.000000 giou_loss:0.000000 INFO:root:====>...

代码中提供了luna16的预处理代码但是在数据集加载方法中仍然使用的是ct图像,对于预处理后生成的npy文件都没有使用到,且生成标签的时候使用了一个nii文件,这个文件是如何获取的,可以提供一下方法吗

Dear zunzhumu, Hi! I have this problem, why the loss is zero INFO:root:Train Epoch: 160 [0/6 (0%)] cls_Loss: 0.000000 shape_loss:0.000000 offset_loss:0.000000 giou_loss:0.000000 INFO:root:====> Epoch: 160 train_cls_loss: 0.0000 INFO:root:====> Epoch: 160...

你好,我好像没有找到luna16的训练文件,只找到了luna16_preprocessing.py,是否可能分享一份LUNA16的训练文件或者指导我如何进行训练呢?

您好,我在使用这个代码训练自己的数据时,出现这个错误: ``` RuntimeError: CUDA error: out of memory CUDA kernel errors might be asynchronously reported at some other API call,so the stacktrace below might be incorrect. For debugging consider passing...

Hello, thank you for providing this code, and congratulations on your achievements. Could you please write down how to reproduce your code results on LUNA16, such as the whole process...