johnwmillr / Facer

Simple (🤞) face averaging (🙂) in Python (🐍)
MIT License
80 stars 11 forks source link

Performance improvements with parallelization? #10

Open jacobSingh opened 3 years ago

jacobSingh commented 3 years ago

Hello!

First off, thank you for this awesome work. I've been messing around with it for a couple days now. After some serious yak shaving, I got it working and the results are awesome. The speed leave a lot to be desired though. Especially when working with big data sets (takes me about 3hrs for an 1000 image average).

I tried loading it on a cuda enabled ami but not really getting better results there. I'm not asking for free work here, but since I don't have a CV or ML background myself, curious if you have any tips on how we can get parallel processing going here or otherwise what the bottlenecks are which can be worked on? I might do it or commission it.

Thanks! J