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[ENH] Enable output from Scivision model prediction to be used as inputs for additional model #562

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evangeline-corcoran opened this issue May 24, 2023 · 1 comment

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@evangeline-corcoran
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From discussions with users in the MapReader and AI for Biodiversity communities, there is a clear need for Scivision to allow for and facillitate multi-stage image analysis pipelines that might include more than one machine learning model.

For example, a user may first want to identify patches from maps with buildings using the mapreader model, then secondly use a different model to classify the shapes of the buildings.

To allow this the user would need to be able use the output of the first model as inputs in a subsequent model. This might require a change to what's returned by scivision model predict, potentially requiring stricter limits on what is returned to make sure the format is compatible with other models

@ots22
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ots22 commented Jun 13, 2023

Related #208

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