Project-MONAI / Project-MONAI/MONAI
convert SlidingWindowInferer such that can be exportable to ONNX
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Contribution wanted
Feature request
- Dominant language
- Python
- Stars
- 8.7k
- Forks
- 1.6k
- Avg merge
- 5d 1h
- Merged PRs (30d)
- 20
Description
I implemented a UNet that in the inference phase uses monai.infers.SlidingWindowInferer, but this cannot be converted to ONNX.
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 monai.infers.SlidingWindowInferer and reproduce the reported UNet inference path before attempting export. Identify which part prevents ONNX conversion and define done as successfully exporting and running the sliding-window inference model through ONNX.
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