JuliaImages / JuliaImages/ImageSegmentation.jl
Active contours level sets
Nobody has claimed this yet.
- Dominant language
- Julia
- Stars
- 45
- Forks
- 22
- PR merge metrics
- No merged PRs in 30d
Description
I am extremely new to this area but I would like to create a fully automatic image segmentation technique using active contours. The goal is that this could later be used in conjunction with some of the techniques in the realm of SciML to improve on the segmentation given some labeled images. Would this be a good library to start with?
Contributor guide
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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 library's existing image-segmentation capabilities and whether active contours or level sets are already represented. Define the automatic segmentation scope, how labeled images and SciML techniques would be used, and measurable completion criteria before identifying implementation files or tests.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- julia
- Domain
- computer-vision
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 15/100