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.
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.