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Virtual Video Device for Background Replacement with Deep Semantic Segmentation

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More of a notes than an issue but at this point tensorflow does not compile with gcc 11, so if needed here are the notes on how to compile. Changes...

documentation
enhancement

Hi, First thanks for all your work, After testing all the model given here i realize that none of then is really good for detecting hand. Do you know any...

question

While discussing some things about ANN with @martok it has been noted, that when experimenting with such networks they seem to be sensitive to noise in their inputs. As camera's...

enhancement

_Originally posted by @phlash in https://github.com/floe/backscrub/issues/77#issuecomment-835513517_ > Sounds like a nice solution, but is the metadata normally included in models? Sounds like models with metadata should essentially be a zip...

enhancement
question

Would be great to have your team test out DeepBackSub on Twitch, for many music artists looking for more tools for live streaming sets to their fans, and Twitch users...

enhancement

The output shape in the model card is 265x256x2, however the model that we have here outputs 256x256x1. The model size also differs by a few KB.

question

I just found out about: https://elder.dev/posts/open-source-virtual-background/ But it's in python. Can someone make this work with deepbaksub? :)

enhancement

Restarting the process could be inconvenient in some scenarios. The simplest way to do this would be to regularly check whether the background file has been replaced.

experimental

Calculating multiple slightly shifted segmentation masks would let us make a higher resolution combined mask. The segmentation input would be shifted by a few pixels up or down each time...

experimental

Allow for a second v4l2loopback cam output to be enabled which receives the image mask detected by the NN (plain mask, no source image). Depending on what is available this...

experimental