Project-MONAI / Project-MONAI/MONAI
Implement an Gaussian Merger
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Feature request
- Dominant language
- Python
- Stars
- 8.7k
- Forks
- 1.6k
- Avg merge
- 5d 1h
- Merged PRs (30d)
- 20
Description
One strategy to merge patches that we are already supporting in SligingWindowInferer is to use Gaussian weights to blend the patches together. To support this feature in the new design, a Gaussian Merger is required to be implemented.
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 reading the existing Gaussian-weight patch blending strategy in SligingWindowInferer and the design discussed in referenced issue #5837. Implement the corresponding Gaussian Merger in the new design, with completion demonstrated by Gaussian-weight blending working for merged patches.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- computer-vision, machine-learning
- Issue type
- Feature
- Difficulty
- 4/5
- Estimated time
- 3-5 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 35/100