Frigate NVR - Complete Setup Guide with Nvidia Blackwell
System Overview | OS | Ubuntu 24.04 (Proxmox VM with GPU passthrough) | | GPU | NVIDIA RTX 2000 Pro Blackwell (16GB VRAM) | | Frigate | 0.16.4 (stable-tensorrt Docker image) | | Detector | ONNX (GPU-accelerated via TensorRT) | | Models | YOLOv9-c-640 and/or D-FINE-L-640 | | MQTT | Eclipse Mosquitto 2 | | Cameras | RTSP via UniFi Protect (192.168.1.10:7447) | 1. Prerequisites Docker and Docker Compose must be installed. NVIDIA drivers must be working (nvidia-smi should show your GPU). ...