So what is your workflow now with this app for kids sports highlights?

I use Efficientdet and Websockets. On the LAN, WS can give subsecond latency quite easily.

Unfortunately I don't have a learning accelerator or dedicated NVR machine, so I'm just using tricks like only decoding keyframes and running inference on those, but only if I've detected motion.

I'd really like to do more with image recognition, edge computing surveillance has a lot of of potential to help people who don't trust the cloud solutions.

Maybe this site is the best place to ask. There are two major things we could use help with:

- the games do not run particularly well on the raspberry pi (any version really) and I have a feeling it's at least partially due to the OpenGL layer. We could really use someone with how to optimize OpenGL (especially on the pi).

- physics have always been wonky beyond 30fps. I think someone with a good knowledge of game physics could really help us here.

While we are at it, the following is a selection of musicians whose work for me is both sedative and promotes focus (an oxymoron?). Ambient music usually garners a few sniggers, "this is what they play in spas" "whale music" etc, however in my experience can be an incredibly rewarding and effective method of relaxation and enjoyment.

Gas (Wolfgang Voigt) - Pop https://www.youtube.com/watch?v=s--IkNqI9og

Brian Eno - Discreet Music https://www.youtube.com/watch?v=SE6nQ0lkLdY

Willits + Sakamoto - Reticent Reminiscence https://www.youtube.com/watch?v=vdJdDwi1RS4&list=RDdskvPFt7w...

Aphex Twin - Stone in Focus https://www.youtube.com/watch?v=IG16BTj5qT4

Bvdub - A Moment's Peace https://www.youtube.com/watch?v=exr3IAMaLPM

cv313 - Beyond The Clouds https://www.youtube.com/watch?v=pqrRIDd5pSk

If you enjoy this type of music I thoroughly recommend the Headphone Commute blog. Apologies if a bit off topic.