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Project-MONAI / MONAILabel

MONAI Label is an intelligent open source image labeling and learning tool.
https://docs.monai.io/projects/label
Apache License 2.0
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How to set each channel to operate independently #1653

Open mengab1 opened 3 months ago

mengab1 commented 3 months ago

tempImagelSvdgR

tempImageZW3Wi7 After the training is completed, the model does not intersect and just fits perfectly. II wish the artery was inserted into the heart

mengab1 commented 3 months ago

Hope it can be the same as below ![Uploading 截屏2024-03-14 20.45.19.png…]()

mengab1 commented 3 months ago
截屏2024-03-14 20 45 19 截屏2024-03-14 20 45 28

Hope it can be the same as below

diazandr3s commented 3 months ago

Hi @mengab1,

It is great to see these results. Can I ask you the resolution/spacing you're using to train the model? What is the mean resolution of the training images? Are you using the segmentation model?

Let us know

mengab1 commented 3 months ago

192 192 192. 1.5 1.5 1.5 I hope that each label can be calculated independently

mengab1 commented 3 months ago

Now that the label match each other, they will interfere with each other and affect the results. <img width="871" alt="截屏2024-03-15 10 09 57" src="https://github.com/Project-MONAI/MONAILabel/assets/35659832/0a41d01f-0144-4dfd-b667-0174beecb754">

The heart can interfere with blood vessels, and the lungs can interfere with the trachea.

mengab1 commented 3 months ago
截屏2024-03-15 10 09 57

The heart can interfere with blood vessels, and the lungs can interfere with the trachea. Now that the label match each other, they will interfere with each other and affect the results.