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Multi-Label Classification UQL Operations #714

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merged 1 commit into from
Oct 3, 2024

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EmilyGavrilenko
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Description

Add additional UQL operations to support multi-label classification operations. In particular:

  • any in (Sequence): Checks if any of the provided classes are in the output predicted_classes
  • all in (Sequence): Checks that all of the provided classes are in the output predicted_classes (order doesn't matter)

Also, fixed the multi-label classification response returned by OpenAI. Originally was returning [{"predicted_classes": ...}], updated prompt to return {"predicted_classes": ...}

Multi-label continue if

Type of change

  • Bug fix (non-breaking change which fixes an issue)
  • New feature (non-breaking change which adds functionality)

How has this change been tested, please provide a testcase or example of how you tested the change?

with unit tests and in the UI editor

Any specific deployment considerations

related frontend PR:

Docs

n/a

@PawelPeczek-Roboflow PawelPeczek-Roboflow merged commit cc09811 into main Oct 3, 2024
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@PawelPeczek-Roboflow PawelPeczek-Roboflow deleted the multi-label-classification-operations branch October 3, 2024 07:39
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2 participants