Could you elaborate how the system as a whole is compliant with GDPR and other European privacy laws?
I ask because I explored and eventually decided not launch a computer vision product (in 2014) due to compliance aspects.
Looking at it from the whole system perspective, with a camera pointed at your neighbour's garden or the street in front of your home it is quite difficult to make a compliant system:
First, there are the hurdles of the GDPR (it has to be a legitimate purpose, the subject has rights and must be informed etc....).
Second, there are the broader privacy laws for public spaces, where it is mostly illegal with exceptions for government and some specific use cases for banks etc. (I am familiar with Danish rules, not those of every EU member state).
I did meet a startup some years ago that claimed that their computer vision was not video surveillance since they did the video stream processing on-device and only emitted events (not video) to the network, so perhaps there is a way to do it nowadays.
I would love to hear your perspective on the current compliance concerns for this type of computer vision systems.