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Select Regions to be annotated instead of full patches #11

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MelanieLu opened this issue Dec 7, 2018 · 0 comments
Open

Select Regions to be annotated instead of full patches #11

MelanieLu opened this issue Dec 7, 2018 · 0 comments
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enhancement New feature or request

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@MelanieLu
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At the moment full patches are selected by the selection query, to be annotated by the oracle. However, this might not be optimal if the selected patch is uncertain only on a small part of the image.

Instead of loosing time by annotating an entire patch while only a small part of it is highly uncertain, we could ask for annotation only on the small uncertain region of the patch.

This feature could take multiple forms:

  • Easy implementation: We could integrate a parameter to customize the size of the patches (reduce the size of the patches?)
  • Combine manual annotation by oracle and "auto-annotation": take the highly confident predictions as labels.
@MelanieLu MelanieLu added the enhancement New feature or request label Dec 7, 2018
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