Turn your security cameras into a smart bird identifier

You can point your existing security camera feeds at a local AI tool to identify every bird singing in your yard.

Developer Jason Tucker piped RTSP audio feeds from three outdoor security cameras into BirdNET-Go, an open-source audio analyzer running in Docker. The system listens 24/7 on local hardware like a Raspberry Pi, processing audio entirely on-device without cloud subscriptions or extra hardware.

Why it matters: It gives standard security cameras a double life. The setup recently added Google Perch v2 model support, bumping detection coverage from 6,000 species to 14,795. It analyzes calls in real time to catalog birds, bats, and frogs—all while keeping your audio completely private.

Know this: BirdNET-Go connects to Home Assistant using MQTT, tracks whenever a new species visits your yard, and sends custom notifications to Discord. If you're on iOS, there's a free companion app by developer Robert Oesterlin to view live detections.

It's one of those rare homelab projects that actually improves daily life instead of just sitting in a rack.