Project-MONAI / Project-MONAI/MONAI
Ignore Class
Open
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- Dominant language
- Python
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Description
Is your feature request related to a problem? Please describe.
In various datasets, background class or unlabeled class is index by some number, a simple ignore_class = IGNORE_CLASS can help.
Describe the solution you'd like
Add a ignore_class argument everywhere, which takes integer class value to be ignored in losses.
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 inventorying the loss APIs and their tests, then establish the affected scope for an integer ignore_class and verify that every intended loss honors it.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python, pytorch
- Domain
- machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100