AllenCell / AllenCell/allencell-segmenter-ml
Model metadata
- Dominant language
- Python
- Stars
- 5
- Forks
- 3
- PR merge metrics
- No merged PRs in 30d
Description
We need a system for tracking model metadata for the models we upload to s3.
1. Define metadata schema
2. Define storage (**s3 meta**, file in model payload?)
3. support rules for disabling incompatible models (incompatible with the version of cyto-dl)
4. Provide modeling with a tool for uploading models (enforce metadata schema)
5. displaying relevant information in the metadata to the user on the download window.
Staging bucket for testing:
link: https://us-west-2.console.aws.amazon.com/s3/buckets/staging-aics-ml-segmenter-models?region=us-west-2&bucketType=general&tab=objects
arn: arn:aws:s3:::staging-aics-ml-segmenter-models
Ask infra to let you assume the `ml_segmenter_dev` role on aws to access this bucket
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