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Openmeetings
Add blur background filter options on video sharing - AI-ML
OpenMeetings uses webRTC and HTML5 video to share audio video. Purely browser based.
One feature missing is the ability to blur your webcam's camera background.
There are multiple ways to achieve it, Google Meet seems to use: https://www.tensorflow.org/
Tensorflow are AI/ML models, they provide precompiled models into JS, for detection of face/body it seems: https://github.com/tensorflow/tfjs-models/tree/master/body-segmentation is the best model.
Since Chrome 14 there is also a Background Blur API (relying on operating system APIs): https://developer.chrome.com/blog/background-blur - but that doesn't seem to be widely or reliable supported by operating systems yet.
The project would be about adding the background blur into a simple demo and then integrate into the OpenMeetings project. Additionally other types of backgrounds can be added.
Tensorflow TFJS is under the Apache 2.0 License (See LICENSE) and should be possible to redistribute with Apache OpenMeetings.
Other live demos and examples:
https://blog.francium.tech/edit-live-video-background-with-webrtc-and-tensorflow-js-c67f92307ac5
Difficulty: Major
Project size: ~350 hour (large)
Potential mentors:
Sebastian Wagner, mail: sebawagner (at) apache.org
Project Devs, mail:
Apache NuttX
Rust integration on NuttX
The Rust language is gain some momentum as an alternative to C and C++ for embedded system (https://www.rust-lang.org/what/embedded) and it should be very useful to be able to develop NuttX applications using Rust language.
Sometime Yoshiro Sugino already ported the Rust standard libraries, but it was not a complete port and wasn't integrated on NuttX. Anyway this initial port could be used as starting point for some student willing to add official support on NuttX.
Also it needs to pave the way to support developing NuttX driver in Rust and an complement to C drivers.
Difficulty: Normal
Project size: ~350 hour (large)
Potential mentors:
Alan Carvalho de Assis, mail: acassis (at) apache.org
Project Devs, mail: dev (at) nuttx.apache.org
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