Next machine to be added to my homelab going to be nothing short of a freak server! Minisforum ms-01 with open case to be able to run a arc pro b50, cachyOS with lxde running on X11

Good things come in small packages, @Ubiquiti G4 Instant held on to a full week below -25c with a few days constantly below -30c and droping as low as -35c. The documented lowest operation temperature is -20! really considering getting another one facing north!

Needed a #raspberrypi case, didn't have one, made one!

Now this metrics look much more interesting, aurora was active minutes ago and even with some clouds it reliably detected it

As I suspected, now the model is excelent detecting auroras but gets 50-50 between clouddy and clear skies which doesn not produce a reliable metric to be used. Lets try going back to simple things and use only 2 classes. this one now scored 98% on the test with 1.9k training images

Now we're talking! The computer can see auroras and understands clouds now! Yesterday managed to push the model accuracy to 86%, and even tho I could probably get higher, would mean more time tweaking and at this point probably not worth it.
#OpenSource #Computervision #AI

Now this is something useable! time to shipt it, observe how it behaves!

A bit better, but still needs work!

Its learning!