backscrub
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floe
Virtual Video Device for Background Replacement with Deep Semantic Segmentation
TFLite are now up to 2.6.1 (stable) and beyond in testing releases: https://github.com/tensorflow/tensorflow/releases These may offer fixes for newer toolchains (GCC 11+, Clang 12+), in particular on more bleeding edge...
Having recently discovered that the open source [Jitsi](https://jitsi.org) video conferencing solution offers ML driven background replacement, I thought it would be interesting to round up who else is doing this...
We have a significant number of command line parameters, path resolver behaviour, background types & sources, and models that can all vary - manually checking is now time consuming &...
I've recently discovered that as of v3.x OpenCV will silently attempt to use OpenCL (and thus the GPU) if it finds the required libraries on the system (https://opencv.org/opencl/). Unfortunately operating...
I got everything build and installed , but get an error message that the models/segm_full_v679.tflite could not be opened. Any idea? **me@Darkvik:/usr/local/bin$ v4l2-ctl --list-devices** v4l2loopback (platform:v4l2loopback-002): /dev/video2 Integrated Camera: Integrated...
In error messages the case for writing `error` should be consistent. There seem to be places with `ERROR:`, `Error:` and `error:` in the code. Maybe we should decide for one...
The MLKit selfie segmentation model `models/selfiesegmentation_mlkit-256x256-2021_01_19-v1215.f16.tflite` is pretty good, but it could still be finetuned for office chairs. The model card describes the dataset used to train the model as...
The Meet implementation discussed [here](https://ai.googleblog.com/2020/10/background-features-in-google-meet.html) uses a method called [light wrapping](https://www.imaging-resource.com/news/2016/02/11/create-natural-looking-composite-images-using-light-wrapping-technique) to post-process the output. This removes the halo effect around the segmentation borders.
Never heard of v4l2loopback. Is it hard to make this thing work in windows? Because I want to be able to just go to a computer, any computer, which 99%...
_Originally posted by @BenBE in https://github.com/floe/backscrub/pull/86#discussion_r645342107_ > I think we can do a somewhat hybrid API: Most functions can be exposed as wrappers with C compatibility and some direct C++...