Project-MONAI / Project-MONAI/MONAI
Implementation of UNet 3
Open
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Feature request
- Dominant language
- Python
- Stars
- 8.7k
- Forks
- 1.6k
- Avg merge
- 5d 1h
- Merged PRs (30d)
- 20
Description
I came across this concept of a fully connected unet. It seems to perform better than the standard unet.
https://arxiv.org/ftp/arxiv/papers/2004/2004.08790.pdf
Is there an implementation of the same in monai?
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
Begin by reading the linked paper to understand the fully connected UNet concept, then inspect MONAI's existing UNet-related implementations. Done means establishing whether this architecture is already available in MONAI or clearly defining the implementation needed if it is not.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python, pytorch
- Domain
- computer-vision, machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100