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HI, When I was trying to train the UNETR, I found that the last validation's result was always selected as final validation accuracy, But I am confused why not to take the average?
![156907848-94dfb…
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Is it the right way to record dice of each batch with 'dice = dice_metric.aggregate().item()'? This line of code seems to compute the mean of the previously calculated Dice for 'dice' and might result…
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Related to **Model/Framework(s)**
Pytorch/nnUnet
**Describe the bug**
As far as I can see, you use Scikit-learn's Kfold splitter: https://github.com/NVIDIA/DeepLearningExamples/blob/db06ff533bf9…
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Hi, I attempted to train UNETR, but I found the accuracy value always at about 0.80.
I know the Vit was used in the encoder, Do I need to load the pre-training model when I use it?
What can I do f…
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I have been training a set of CT images (already pre-processed) with two classes in GaNDLF (0.16) on a NVidia 3090 24GB GPU. I think I have set all the settings and hyperparameters to demand the minim…
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Hi,
when I am applying UNETR to my own dataset, which is (64,64,64)
there is an error occurred, I don't know how to fix it.
Could you please help me with it? Many Thanks
EinopsError: Er…
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The data does not appear to have the annotations outlined in the tutorial, can you guide us towards the correct datasets?
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When I am using this model, following (https://github.com/Project-MONAI/tutorials/blob/master/3d_segmentation/unetr_btcv_segmentation_3d.ipynb)
I don't want to include background, so I make this ch…
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Hi, I tried to run the code(attached below) after loading the images but got an error with the dimension. I am wondering if the image's shape should be torch.Size([1, 220, 220, 45]).
Thank you
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