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Fast whole-slide prediction + export #42

@cooperlab

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@cooperlab

Implement fast writing of whole-slide predictions for the export menu and command line tools.

This involves: 1. Optimizing the in-polygon test and 2. Introducing fast writing of WSIs using large_image or OpenSlide.

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