The Coral TPU driver has basically been abandoned by Google so if you are running a Linux kernel newer than 6.2 it will not function.
https://github.com/google/gasket-driver is the original driver which was archived on April 18, 2026
You can try the driver https://github.com/feranick/gasket-driver or https://github.com/dude84/gasket-driver-coral or search through the forks of the original gasket-dkms driver https://github.com/google/gasket-driver/forks
So in the future your options are to pin your kernel to 6.2, upgrade your hardware, hope that someone will keep a gasket-dkms fork updated for newer kernel versions, or make your own fork to do so yourself.
For a few cameras with basic detection, an Intel 6th gen processor or newer is sufficient to run openvino on the iGPU. Works great. https://docs.frigate.video/configuration/object_detectors/#openvino-detector
This is great, if it works, on my 8500t I had nothing but problems.
I use it on a 12th gen CPU and it worked first try. ¯\_(ツ)_/¯
Yeah it seemed to work for me and would then hard lock the system between 24h and a week later requiring a manual power cycle. Several people experienced the same, we had a couple of issues on the frigate github but I don’t think anyone ever figured out why. Definitely openvino on the igpu though, openvino on CPU was fine.