Project-MONAI / Project-MONAI/MONAI
Evaluation suite - loading input
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- Dominant language
- Python
- Stars
- 8.7k
- Forks
- 1.6k
- Avg merge
- 5d 1h
- Merged PRs (30d)
- 20
Description
Context
Evaluation suite - Need to be able to address multiple input situations - Either a single pair of reference / output or a folder of matching pairs or numpy arrays already loaded to memory.
Describe the solution you'd like
Flexible evaluation suite where input can be a specified pair of images to load / a folder with subject matching pairs
Should also be able to handle existing numpy arrays stored in memory
https://github.com/Project-MONAI/MONAI/wiki/Evaluation-metrics-task-force
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 with the linked Evaluation metrics task force wiki and inspect the existing evaluation-suite implementation; the issue does not name a file or test. Done means inputs can be a single reference/output pair, matching pairs from a folder, or NumPy arrays already in memory.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- numpy, python
- Domain
- data, machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100