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Use Case: Computer Vision e2e #454

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aguschin opened this issue Oct 27, 2022 · 0 comments
Open
2 of 4 tasks

Use Case: Computer Vision e2e #454

aguschin opened this issue Oct 27, 2022 · 0 comments
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p2-medium Medium priority ✨ epic High-level task that should be split into small ones use-case Use cases MLEM should be support

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@aguschin
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aguschin commented Oct 27, 2022

Right now, MLEM doesn't support working with images properly (only as arrays/tensors if we talk about mlem.api.save(..., sample_data=...)). Supplying just images there won't work as expected. This is a common scenario that we should support.

End2End CV Use Case would include:

  1. Saving a CV model with mlem.api.save()
  2. Deploying it with $ mlem deploy
  3. Getting predictions from the deployed application with $ mlem apply import: Support image as input type. #310

Smaller tasks that contributes to this:

@aguschin aguschin added use-case Use cases MLEM should be support ✨ epic High-level task that should be split into small ones labels Oct 27, 2022
@aguschin aguschin added the p1-high High priority label Nov 8, 2022
@aguschin aguschin added p2-medium Medium priority and removed p1-high High priority labels Mar 14, 2023
@omesser omesser assigned aguschin and unassigned mike0sv Mar 19, 2023
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