Project-MONAI / Project-MONAI/MONAI
Add architecture search space with various network connections
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Nobody has claimed this yet.
Feature request
- 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.
Transformer-based AutoML algorithm for almost all possible components in training pipeline of segmentation tasks.
Describe the solution you'd like
Add 2D/3D architecture search space with various network connections
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
The issue names no files, tests, or entry points. Start by locating the existing architecture-search and segmentation components, then determine how a 2D/3D search space and varied network connections should fit; done means the requested search space is implemented and covered by appropriate tests.
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
- 20/100