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Add Model Evaluation Panel #5003

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imanjra
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@imanjra imanjra commented Oct 30, 2024

What changes are proposed in this pull request?

  • Add a new build-in Model Evaluation panel

How is this patch tested? If it is not, please explain why.

Using the panel in the app with several evaluations

Todos

  • Test with Classification, Segmentation
  • Add interactivity to plots and table
  • Switch to using evaluation doc id instead of key
  • Use store to cache evaluation data needed for panel
  • Include evaluation model operator
  • Add confidence metrics
  • Histogram bins configuration modal
  • Hide plotly action
  • Beta badge
  • [ ]

Todos (Extras)

  • Add computing evaluation card
  • Add queued evaluation card
  • Lazy loading data as card is expanded and the view is updated

Release Notes

Is this a user-facing change that should be mentioned in the release notes?

  • No. You can skip the rest of this section.
  • Yes. Give a description of this change to be included in the release
    notes for FiftyOne users.

(Details in 1-2 sentences. You can just refer to another PR with a description
if this PR is part of a larger change.)

What areas of FiftyOne does this PR affect?

  • App: FiftyOne application changes
  • Build: Build and test infrastructure changes
  • Core: Core fiftyone Python library changes
  • Documentation: FiftyOne documentation changes
  • Other

@imanjra imanjra marked this pull request as draft October 30, 2024 11:24
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coderabbitai bot commented Oct 30, 2024

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@imanjra imanjra force-pushed the feat/model-evaluation branch 6 times, most recently from 134d8c2 to 449cb6c Compare October 30, 2024 14:53
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