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Feature: Semantic Segmentation in Masking #6

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aparrapo opened this issue Sep 24, 2019 · 0 comments
Open

Feature: Semantic Segmentation in Masking #6

aparrapo opened this issue Sep 24, 2019 · 0 comments
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do-not-reap Do not delete this pull request or issue due to inactivity. reseach A novel research idea that will likely involve substantial code and testing.

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@aparrapo
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Foreground masks act as a rough proxy to objects in the scene. Significant work on semantic segmentation (re: https://github.com/facebookresearch/Detectron) has been done, although they have not been thoroughly integrated with our pipeline to improve results.

The current behavior and new feature

Render (Foreground masks): A weighted sum of a traditional foreground mask and semantic segmentation can be used to obtain a more accurate set of masks for the scene. This can even be extended to have a multi-planar image if the semantic segmentation is accurate enough.

Expected use cases

Significant research effort.

@aparrapo aparrapo added do-not-reap Do not delete this pull request or issue due to inactivity. reseach A novel research idea that will likely involve substantial code and testing. labels Sep 24, 2019
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Labels
do-not-reap Do not delete this pull request or issue due to inactivity. reseach A novel research idea that will likely involve substantial code and testing.
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