Project-MONAI / Project-MONAI/model-zoo

Design new schema for bundles

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Dominant language
Python
Stars
338
Forks
106
PR merge metrics
No merged PRs in 30d

Description

So far, we provided two schemas:

  1. https://github.com/Project-MONAI/MONAI-extra-test-data/releases/download/0.8.1/meta_schema_20220324.json
  2. https://github.com/Project-MONAI/MONAI-extra-test-data/releases/download/0.8.1/meta_schema_generator_20220718.json

Where, schema 1 is for normal bundles that require to use images as the input, and schema 2 is for generator that require latent input.
The most parts of these two schemas are the same, and we may need to design a more generic schema to cover different cases, otherwise we need to add multiple schemas in the future.

Contributor guide

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First steps

  1. Read the whole issue, then the project's contributing guide.
  2. Comment on the issue to say you are picking it up — it saves two people doing the same work.
  3. Fork the repository and make your change on a branch.
  4. Open a pull request that references the issue number.

Research direction

Start by comparing meta_schema_20220324.json and meta_schema_generator_20220718.json from the linked MONAI-extra-test-data releases. Identify the shared and case-specific requirements before defining the generic schema; done means one schema covers both normal bundles and generators without requiring multiple future schemas.

Written by the indexing model from the issue text.

Assessment

Domain
tooling
Issue type
Feature
Difficulty
5/5
Estimated time
Over a week
Activity status
Stale
Clarity
Needs clarification
Newbie friendliness
30/100

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