Project-MONAI / Project-MONAI/model-zoo
Training and inference on new data for lung nodule detection in ct
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- Dominant language
- Python
- Stars
- 339
- Forks
- 106
- PR merge metrics
- No merged PRs in 30d
Description
Hello, I followed the tutorial and model zoo readme to reproduce lung nodule detection on the lunal dataset but i find the bundle to be specific to this dataset.
Is there a way to train and infer on new data easily ?
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 with the lung nodule detection tutorial, the model zoo README, and the bundle configuration used for the LUNA dataset. Determine which parts are dataset-specific and what training and inference steps are expected for new data; done should be a clearly documented, reproducible path or a precisely scoped change request.
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Assessment
- Tech stack
- python
- Domain
- computer-vision, machine-learning
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100