Comment by scosman

HomeKit Secure Video has a cloud, but it’s locally encrypted with keys Apple doesn’t have before it leaves the house. It supports a bunch of cheap cameras and doorbells (which will try to phone home, but you can block them from internet access without breaking local HomeKit).

Not exactly what you’re asking for, but great ease of use at a good price, and good privacy.