3DUNet-Pytorch
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lee-zq
3DUNet implemented with pytorch
Hi, thank you for your amazing work. I thing there is some problem for dice loss, especially when u calculate with weight class. Regrading this paper: https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8393549/ the weight should...
首先，非常感谢作者提供了开源代码！ 在处理数据的时候，有语句是将三维的数据用unsqueeze(0)增加了一个维度，不是很理解这么做的意义。希望有人能解答一下！！非常感谢！
在上采样的时候出现这个问题是什么情况呢，是我的版本不对吗 File "/home/qinxueke/.conda/envs/vic/lib/python3.6/site-packages/torch/nn/modules/upsampling.py", line 125, in __init__ self.scale_factor = float(scale_factor) if scale_factor else None TypeError: float() argument must be a string or a number, not 'tuple'
如題，我目前是匯入腦影像與分割結果(class=87)，我目前只有修改config.py中 `parser.add_argument('--n_labels', type=int, default=87,help='number of classes')` 若要開始訓練則會出現以下錯誤 `File "train.py", line 89, in train_log = train(model, train_loader, optimizer, loss, args.n_labels, alpha) File "train.py", line 43, in train target = common.to_one_hot_3d(target,n_labels) File...
HI, @lee-zq I met this error when run with my data. My data is brain MRI OASIS data (nii file format). What's wrong to me? ... ) (map1): Sequential( (0):...
你好，我用您的模型跑了一下只分割肝脏的，结果loss降到0.3左右就不再下降了，dice1也只能达到0.7多，请问您自己能跑到0.9多不是用的这个网络吗？
unable to handle huge data using single gpu how to fix this
Hello, I ran your code and appeared“RuntimeError: The size of tensor a (512) must match the size of tensor b (256) at non-singleton dimension 3”，Can you help me solve it？
Thank you very much for the code you provided. Could you please tell me how to solve this problem in my mailbox "test" Traceback (most recent call last): File "test.py",...
