Project-MONAI / Project-MONAI/MONAI
Segment Anything from META: Network implementation. Has someone started already?
Nobody has claimed this yet.
- Dominant language
- Python
- Stars
- 8.7k
- Forks
- 1.6k
- Avg merge
- 5d 1h
- Merged PRs (30d)
- 20
Description
Is your feature request related to a problem? Please describe.
Is it someone implementing in MONAI the segment anything model in MONAI?
https://github.com/facebookresearch/segment-anything
My concern is the weight matching. We can help with it if someone starts already.
Describe the solution you'd like
This will make more students download and use MONAI
For sure it will be an useful network for MONAILABEL
Describe alternatives you've considered
N/A
Additional context
Add any other context or screenshots about the feature request here.
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 reviewing the linked Segment Anything repository and MONAI's existing network implementations. Clarify whether work has already started, then investigate weight matching and the intended MONAI Label integration. Done means an agreed implementation scope and a compatible network integration for MONAI.
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