Project-MONAI / Project-MONAI/monai-deploy-app-sdk
Need app running definition and requirements standardization capabilities and a common way to pass this onto platforms during deployment
Nobody has claimed this yet.
- Dominant language
- Python
- Stars
- 138
- Forks
- 70
- PR merge metrics
- No merged PRs in 30d
Description
Developers should be able to specify the requirements for their algorithms. One should be able to specify the minimum memory, number of GPUs needed, as well as input and output requirements for their algorithm. For example, one can say my expected input is CT Chest with No Contrast with a maximum slice thickness of 3mm, the algorithm needs to be always on (a request may come any time). The expected image input is DICOM, the expected output is DICOM SR. I need 1 GPU, my memory needs are 1GB per GPU, etc.
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. First map how applications currently declare and pass deployment requirements to platforms, then compare the needed compute and input/output cases. Done means a decided standard and a documented path for conveying those requirements during deployment.
Written by the indexing model from the issue text.
Assessment
- Tech stack
- python
- Domain
- ai-infra-agents, devops
- Issue type
- Feature
- Difficulty
- 5/5
- Estimated time
- Over a week
- Activity status
- Stale
- Clarity
- Needs clarification
- Newbie friendliness
- 25/100