Project-MONAI / Project-MONAI/MONAILabel
Replacement for deprecated BasicInferTask.add_cache_transform
Nobody has claimed this yet.
- Dominant language
- Python
- Stars
- 891
- Forks
- 269
- Avg merge
- 15h 41m
- Merged PRs (30d)
- 1
Description
On the latest dev branch and with MONAI 1.3.0, add_cache_transform now prints a warning and does nothing. As far as I can see other models, e.g. DeepEdit, have dropped support for it completely.
Is there any replacement for it? Is was rather nice for interactive segmentation, for me it saved ~2 seconds per iteration.
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 at the BasicInferTask.add_cache_transform entry point and compare its current behavior with the DeepEdit support mentioned in the issue. A complete resolution would identify a supported replacement, if one exists, and explain how interactive segmentation can retain the reported per-iteration benefit.
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