Project-MONAI / Project-MONAI/model-zoo
wholeBrainSeg_Large_UNEST_segmentation getting noise in the segmentation
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- Dominant language
- Python
- Stars
- 338
- Forks
- 106
- PR merge metrics
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Description
When I use the wholeBrainSeg_Large_UNEST_segmentation model, I get noise in the segmentation. How can I resolve this issue?
Contributor guide
First steps
- Read the whole issue, then the project's contributing guide.
- Comment on the issue to say you are picking it up — it saves two people doing the same work.
- Fork the repository and make your change on a branch.
- Open a pull request that references the issue number.
Research direction
Start by reproducing the noisy output with the wholeBrainSeg_Large_UNEST_segmentation model and compare the result with the attached screenshot. Check the model's documented input and inference setup, then identify a reproducible cause and verify that the segmentation no longer contains the reported noise.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- computer-vision, machine-learning
- Issue type
- Bug
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100