Question: I'm looking for a security camera system that can detect objects in real-time without sending footage to the cloud.

If you're in the market for a security camera system that can recognize objects in real-time without sending video to the cloud, Frigate NVR could be the ticket. This open-source network video recorder uses local real-time object detection with AI running on local hardware for privacy and security. It supports advanced object detection with the Google Coral TPU and includes features like real-time analysis, zones and notifications, and integration with Home Assistant, OpenHab and NodeRed.

Another good option is Milesight, which offers a range of IoT and video surveillance products. Milesight's network cameras and NVRs support AI object detection and 5G connectivity, and you can control video surveillance systems locally. That means it's a good option for a variety of uses, including video surveillance, traffic monitoring and smart building systems. The company focuses on innovation, user-friendly interfaces and remote management tools.

If you're a developer who wants to add your own AI smarts, OpenCV is a real-time optimized computer vision library with more than 2500 algorithms for Machine Learning tasks. It's not a standalone security camera system, but it's a good foundation for building your own object detection models that run on your own hardware for maximum security.