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I trained on the LiTS data set, and the Dice Score on the training set can reach 0.9035, but only 0.6898 on the test set. When I visualized the results, I found an interesting thing. The predicted shapes are very similar, but there seems to be some Offset, where might the problem be?
The text was updated successfully, but these errors were encountered:
I do not encounter your problem before, it is very interesting. You can check if there are problems about resample or crop non-zero operation in the data loading processing.
I trained on the LiTS data set, and the Dice Score on the training set can reach 0.9035, but only 0.6898 on the test set. When I visualized the results, I found an interesting thing. The predicted shapes are very similar, but there seems to be some Offset, where might the problem be?
![image](https://private-user-images.githubusercontent.com/39183186/243984073-ac6c32f7-13a9-456e-9e7f-a3e6f22e3a4f.png?jwt=eyJhbGciOiJIUzI1NiIsInR5cCI6IkpXVCJ9.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.COm1idfiRiKGPyctYClIToQ6dq25KwFIQkg6cik_4hg)
The text was updated successfully, but these errors were encountered: