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Model metadata #492

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yrkim98 opened this issue Sep 6, 2024 · 0 comments
Open

Model metadata #492

yrkim98 opened this issue Sep 6, 2024 · 0 comments
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🚨 high priority🚨 We need these features/fixes for v1 UI/UX ui/ux work

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@yrkim98
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yrkim98 commented Sep 6, 2024 •
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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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@yrkim98 yrkim98 added enchancement UI/UX ui/ux work 🚨 high priority🚨 We need these features/fixes for v1 labels Sep 6, 2024
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