Project-MONAI / Project-MONAI/MONAI
Support for `ImageReader` in `SlidingWindowSplitter`
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enhancement
Feature request
- Dominant language
- Python
- Stars
- 8.7k
- Forks
- 1.6k
- Avg merge
- 5d 1h
- Merged PRs (30d)
- 20
Description
SlidingWindowSplitter currently supports already loaded images into tensors or read whole slide images using WSIReader. Using current API (with backward compatiblity), we should be able to add support for any image reader that is subclass of ImageReader.
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 by reading the SlidingWindowSplitter and ImageReader APIs, then inspect how WSIReader support is handled and locate related tests. Verify the backward-compatible API expectations and add coverage showing that ImageReader subclasses work with SlidingWindowSplitter without breaking existing tensor or WSIReader usage.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- computer-vision
- Issue type
- Feature
- Difficulty
- 3/5
- Estimated time
- 1-2 days
- Activity status
- Stale
- Clarity
- Mostly clear
- Newbie friendliness
- 42/100