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null, "use_in_stats": true, "notes": "Community ZMQ sidecar detector." }, { "id": "db-111", "source_type": "docs_reference", "hardware_id": "amd-xdna2-npu", "gpu_or_accelerator": "AMD XDNA2 NPU", "host_id": "host-strix-halo", "host_device": "AMD Strix Halo (Ryzen AI Max 300)", "cpu": null, "detector_type": "xdna2", "detector_count": null, "model": "yolov9-s 640", "model_family": "yolov9-s", "model_input": 640, "camera_resolution": null, "cameras": null, "inference_ms": 20.0, "inference_ms_min": null, "inference_ms_max": null, "total_fps": null, "cpu_percent": null, "watts": null, "frigate_version": null, "frigate_minor": null, "os": null, "source_url": "https://docs.frigate.video/frigate/hardware", "source_date": null, "checked_date": "2026-10-19", "date_sort": null, "date_precision": null, "flag": null, "flag_reason": null, "use_in_stats": true, "notes": "Community ZMQ sidecar detector." }, { "id": "db-112", "source_type": "docs_reference", "hardware_id": "amd-xdna2-npu", 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"inference_ms_min": null, "inference_ms_max": null, "total_fps": null, "cpu_percent": null, "watts": null, "frigate_version": null, "frigate_minor": null, "os": null, "source_url": "https://docs.frigate.video/frigate/hardware", "source_date": null, "checked_date": "2026-10-19", "date_sort": null, "date_precision": null, "flag": null, "flag_reason": null, "use_in_stats": true, "notes": "Community ZMQ sidecar detector." }, { "id": "db-115", "source_type": "docs_reference", "hardware_id": "amd-xdna2-npu", "gpu_or_accelerator": "AMD XDNA2 NPU", "host_id": "host-strix-halo", "host_device": "AMD Strix Halo (Ryzen AI Max 300)", "cpu": null, "detector_type": "xdna2", "detector_count": null, "model": "yolov9-c 640", "model_family": "yolov9-c", "model_input": 640, "camera_resolution": null, "cameras": null, "inference_ms": 35.2, "inference_ms_min": null, "inference_ms_max": null, "total_fps": null, "cpu_percent": null, "watts": null, "frigate_version": null, "frigate_minor": null, "os": null, "source_url": "https://docs.frigate.video/frigate/hardware", "source_date": null, "checked_date": "2026-10-19", "date_sort": null, "date_precision": null, "flag": null, "flag_reason": null, "use_in_stats": true, "notes": "Community ZMQ sidecar detector." }, { "id": "db-116", "source_type": "docs_reference", "hardware_id": "amd-xdna2-npu", "gpu_or_accelerator": "AMD XDNA2 NPU", "host_id": "host-strix-halo", "host_device": "AMD Strix Halo (Ryzen AI Max 300)", "cpu": null, "detector_type": "xdna2", "detector_count": null, "model": "yolov9-e 320", "model_family": "yolov9-e", "model_input": 320, "camera_resolution": null, "cameras": null, "inference_ms": 69.4, "inference_ms_min": null, "inference_ms_max": null, "total_fps": null, "cpu_percent": null, "watts": null, "frigate_version": null, "frigate_minor": null, "os": null, "source_url": "https://docs.frigate.video/frigate/hardware", "source_date": null, "checked_date": "2026-10-19", "date_sort": null, "date_precision": null, "flag": null, 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"gpu_or_accelerator": "Intel i5-9400 iGPU", "host_id": null, "host_device": null, "cpu": "Intel Core i5-9400", "detector_type": "openvino", "detector_count": null, "model": "yolov8s 288", "model_family": "yolov8s", "model_input": 288, "camera_resolution": "1280x720 cams", "cameras": 7, "inference_ms": 18, "inference_ms_min": null, "inference_ms_max": null, "total_fps": null, "cpu_percent": null, "watts": null, "frigate_version": "0.13.0-7C629C1", "frigate_minor": "0.13", "os": "Ubuntu Server 23.04", "source_url": "https://github.com/blakeblackshear/frigate/discussions/7601", "source_date": "2023-09/2023-11", "checked_date": null, "date_sort": "2023-09-01", "date_precision": "month", "flag": null, "flag_reason": null, "use_in_stats": true, "notes": null }, { "id": "db-119", "source_type": "community", "hardware_id": "intel-uhd-630", "gpu_or_accelerator": "Intel i5-9400 iGPU", "host_id": null, "host_device": null, "cpu": "Intel Core i5-9400", "detector_type": "openvino", 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"Ubuntu 22.04", "source_url": "https://github.com/blakeblackshear/frigate/discussions/7601", "source_date": "2023-09/2023-11", "checked_date": null, "date_sort": "2023-09-01", "date_precision": "month", "flag": null, "flag_reason": null, "use_in_stats": true, "notes": null }, { "id": "db-122", "source_type": "community", "hardware_id": "coral-usb", "gpu_or_accelerator": "Google Coral USB", "host_id": "host-rpi-4", "host_device": "Raspberry Pi 4 8GB", "cpu": null, "detector_type": "edgetpu", "detector_count": null, "model": "default", "model_family": "frigate-default", "model_input": null, "camera_resolution": "1080p cams", "cameras": 5, "inference_ms": 55, "inference_ms_min": null, "inference_ms_max": null, "total_fps": null, "cpu_percent": null, "watts": null, "frigate_version": null, "frigate_minor": null, "os": null, "source_url": "https://github.com/blakeblackshear/frigate/discussions/7601", "source_date": "2023-09", "checked_date": null, "date_sort": "2023-09-01", "date_precision": "month", "flag": "anomaly", "flag_reason": "Reporter called 55 ms abnormally high; maintainers suggested the USB port or cable.", "use_in_stats": false, "notes": "Reporter flagged as abnormally high; maintainers suggested USB port/cable" }, { "id": "db-123", "source_type": "community", "hardware_id": "coral-m2-pcie", "gpu_or_accelerator": "Google Coral PCIe", "host_id": null, "host_device": null, "cpu": null, "detector_type": "edgetpu", "detector_count": null, "model": "default", "model_family": "frigate-default", "model_input": null, "camera_resolution": null, "cameras": null, "inference_ms": 7, "inference_ms_min": null, "inference_ms_max": null, "total_fps": null, "cpu_percent": null, "watts": null, "frigate_version": null, "frigate_minor": null, "os": null, "source_url": "https://github.com/blakeblackshear/frigate/discussions/7601", "source_date": "2023-09/2023-11", "checked_date": null, "date_sort": "2023-09-01", "date_precision": "month", "flag": null, "flag_reason": null, "use_in_stats": true, "notes": "Same post: ~25 ms on USB Coral" }, { "id": "db-124", "source_type": "community", "hardware_id": "coral-usb", "gpu_or_accelerator": "Google Coral USB", "host_id": null, "host_device": null, "cpu": null, "detector_type": "edgetpu", "detector_count": null, "model": "default", "model_family": "frigate-default", "model_input": null, "camera_resolution": null, "cameras": null, "inference_ms": 25, "inference_ms_min": null, "inference_ms_max": null, "total_fps": null, "cpu_percent": null, "watts": null, "frigate_version": null, "frigate_minor": null, "os": null, "source_url": "https://github.com/blakeblackshear/frigate/discussions/7601", "source_date": "2023-09/2023-11", "checked_date": null, "date_sort": "2023-09-01", "date_precision": "month", "flag": null, "flag_reason": null, "use_in_stats": true, "notes": "Approximate (~25 ms) vs PCIe ~7 ms, same post" }, { "id": "db-125", "source_type": "community", "hardware_id": "coral-m2-pcie", "gpu_or_accelerator": "Google Coral M.2 A+E", "host_id": null, "host_device": null, "cpu": null, "detector_type": "edgetpu", "detector_count": null, "model": "edgetpu_model.tflite 320", "model_family": "frigate-default", "model_input": 320, "camera_resolution": "1920x1080 cams", "cameras": 4, "inference_ms": 19, "inference_ms_min": null, "inference_ms_max": null, "total_fps": null, "cpu_percent": null, "watts": null, "frigate_version": null, "frigate_minor": null, "os": null, "source_url": "https://github.com/blakeblackshear/frigate/discussions/7601", "source_date": "2023-09", "checked_date": null, "date_sort": "2023-09-01", "date_precision": "month", "flag": null, "flag_reason": null, "use_in_stats": true, "notes": null }, { "id": "db-126", "source_type": "community", "hardware_id": "coral-dual", "gpu_or_accelerator": "Dual PCIe Coral", "host_id": null, "host_device": null, "cpu": null, "detector_type": "edgetpu", "detector_count": null, "model": "default", "model_family": "frigate-default", "model_input": null, "camera_resolution": null, "cameras": 2, "inference_ms": 6.64, "inference_ms_min": null, "inference_ms_max": null, "total_fps": null, "cpu_percent": null, "watts": null, "frigate_version": null, "frigate_minor": null, "os": null, "source_url": "https://github.com/blakeblackshear/frigate/discussions/7601", "source_date": "2023-09/2023-11", "checked_date": null, "date_sort": "2023-09-01", "date_precision": "month", "flag": null, "flag_reason": null, "use_in_stats": true, "notes": null }, { "id": "db-127", "source_type": "community", "hardware_id": "coral-unspecified", "gpu_or_accelerator": "Google Coral", "host_id": null, "host_device": null, "cpu": "Intel Core i5-11600", "detector_type": "edgetpu", "detector_count": null, "model": "default", "model_family": "frigate-default", "model_input": null, "camera_resolution": null, "cameras": 6, "inference_ms": 6.34, "inference_ms_min": null, "inference_ms_max": null, "total_fps": null, "cpu_percent": null, "watts": null, "frigate_version": null, "frigate_minor": null, "os": "Proxmox LXC", "source_url": "https://github.com/blakeblackshear/frigate/discussions/7601", "source_date": "2023-09/2023-11", "checked_date": null, "date_sort": "2023-09-01", "date_precision": "month", "flag": null, "flag_reason": null, "use_in_stats": true, "notes": "6.5-6.7 ms in Ubuntu VM with passthrough" }, { "id": "db-128", "source_type": "community", "hardware_id": "rockchip-rk3588", "gpu_or_accelerator": "Rockchip RK3588 NPU", "host_id": "host-orange-pi-5b", "host_device": "Orange Pi 5B", "cpu": null, "detector_type": "rknn", "detector_count": null, "model": "yolov8", "model_family": "yolov8", "model_input": null, "camera_resolution": null, "cameras": 1, "inference_ms": 40, "inference_ms_min": null, "inference_ms_max": null, "total_fps": null, "cpu_percent": null, "watts": null, "frigate_version": "0.12.1", "frigate_minor": "0.12", "os": "Armbian 23.08.0", "source_url": "https://github.com/blakeblackshear/frigate/discussions/7601", "source_date": "2023-09/2023-11", "checked_date": null, "date_sort": "2023-09-01", "date_precision": "month", "flag": null, "flag_reason": null, "use_in_stats": true, "notes": null }, { "id": "db-129", "source_type": "community", "hardware_id": "coral-usb", "gpu_or_accelerator": "Google Coral USB", "host_id": null, "host_device": null, "cpu": null, "detector_type": "edgetpu", "detector_count": null, "model": "edgetpu_model.tflite", "model_family": "frigate-default", "model_input": null, "camera_resolution": null, "cameras": 8, "inference_ms": 14, "inference_ms_min": null, "inference_ms_max": null, "total_fps": null, "cpu_percent": null, "watts": null, "frigate_version": "0.13.0-614A36A", "frigate_minor": "0.13", "os": "TrueNAS SCALE 23.10", "source_url": "https://github.com/blakeblackshear/frigate/discussions/7601", "source_date": "2023-09/2023-11", "checked_date": null, "date_sort": "2023-09-01", "date_precision": "month", "flag": null, "flag_reason": null, "use_in_stats": true, "notes": "6x1080p + 2x1440p" }, { "id": "db-130", "source_type": "community", "hardware_id": "nvidia-t400", "gpu_or_accelerator": "Nvidia T400 4GB", "host_id": null, "host_device": null, "cpu": "AMD Ryzen Embedded V1500B", "detector_type": "tensorrt", "detector_count": null, "model": "yolov7-tiny-416", "model_family": "yolov7-tiny", "model_input": 416, "camera_resolution": null, "cameras": 5, "inference_ms": 21, "inference_ms_min": null, "inference_ms_max": null, "total_fps": null, "cpu_percent": null, "watts": null, "frigate_version": null, "frigate_minor": null, "os": null, "source_url": "https://github.com/blakeblackshear/frigate/discussions/7601", "source_date": "2023-09/2023-11", "checked_date": null, "date_sort": "2023-09-01", "date_precision": "month", "flag": null, "flag_reason": null, "use_in_stats": true, "notes": null }, { "id": "db-131", "source_type": "community", "hardware_id": "coral-unspecified", "gpu_or_accelerator": "Google Coral", "host_id": null, "host_device": null, "cpu": "Intel Core i5-4460", "detector_type": "edgetpu", "detector_count": null, "model": "spaghettinet_edgetpu_l", "model_family": "spaghettinet-l", "model_input": null, "camera_resolution": "1280x720 cams", "cameras": 9, "inference_ms": 8.6, "inference_ms_min": null, "inference_ms_max": null, "total_fps": null, "cpu_percent": null, "watts": 60, "frigate_version": "0.13.0-e390533", "frigate_minor": "0.13", "os": "Debian 12", "source_url": "https://github.com/blakeblackshear/frigate/discussions/7601", "source_date": "2023-09/2023-11", "checked_date": null, "date_sort": "2023-09-01", "date_precision": "month", "flag": null, "flag_reason": null, "use_in_stats": true, "notes": "Night; 30 W idle, ~60 W loaded. Coral form factor not stated." }, { "id": "db-132", "source_type": "community", "hardware_id": "nvidia-rtx-2060", "gpu_or_accelerator": "Nvidia RTX 2060", "host_id": null, "host_device": null, "cpu": "Intel Core i5-3570K", "detector_type": "tensorrt", "detector_count": null, "model": "yolov7x-320", "model_family": "yolov7x", "model_input": 320, "camera_resolution": "1280x720 cams", "cameras": 9, "inference_ms": 17.4, "inference_ms_min": null, "inference_ms_max": null, "total_fps": null, "cpu_percent": null, "watts": 95, "frigate_version": null, "frigate_minor": null, "os": null, "source_url": "https://github.com/blakeblackshear/frigate/discussions/7601", "source_date": "2023-09/2023-11", "checked_date": null, "date_sort": "2023-09-01", "date_precision": "month", "flag": null, "flag_reason": null, "use_in_stats": true, "notes": "Night; 49 W idle" }, { "id": "db-133", "source_type": "community", "hardware_id": "nvidia-rtx-2060", "gpu_or_accelerator": "Nvidia RTX 2060", "host_id": null, "host_device": null, "cpu": "Intel Core i5-3570K", "detector_type": "tensorrt", "detector_count": null, "model": "yolov7x-640", "model_family": "yolov7x", "model_input": 640, "camera_resolution": null, "cameras": 9, "inference_ms": 43.8, "inference_ms_min": null, "inference_ms_max": null, "total_fps": null, "cpu_percent": null, "watts": 150, "frigate_version": null, "frigate_minor": null, "os": null, "source_url": "https://github.com/blakeblackshear/frigate/discussions/7601", "source_date": "2023-09/2023-11", "checked_date": null, "date_sort": "2023-09-01", "date_precision": "month", "flag": null, "flag_reason": null, "use_in_stats": true, "notes": "Night" }, { "id": "db-134", "source_type": "community", "hardware_id": "intel-n150", "gpu_or_accelerator": "Intel N150 iGPU", "host_id": "host-n150-mini-pc", "host_device": "Intel N150 mini PC", "cpu": "Intel N150", "detector_type": "openvino", "detector_count": null, "model": "yolo-nas 320", "model_family": "yolo-nas", "model_input": 320, "camera_resolution": null, "cameras": null, "inference_ms": null, "inference_ms_min": 25, "inference_ms_max": 30, "total_fps": null, "cpu_percent": null, "watts": null, "frigate_version": null, "frigate_minor": null, "os": null, "source_url": "https://github.com/blakeblackshear/frigate/discussions/17743", "source_date": "2025-04-16", "checked_date": null, "date_sort": "2025-04-16", "date_precision": "day", "flag": null, "flag_reason": null, "use_in_stats": true, "notes": "Multiple GPU detectors (count not stated); ms is per detector." }, { "id": "db-135", "source_type": "community", "hardware_id": "intel-n100", "gpu_or_accelerator": "Intel N100 iGPU", "host_id": "host-n100-mini-pc", "host_device": "Intel N100 mini PC", "cpu": "Intel N100", "detector_type": "openvino", "detector_count": null, "model": "yolo-nas / yolov11", "model_family": "unspecified", "model_input": null, "camera_resolution": null, "cameras": 3, "inference_ms": 150, "inference_ms_min": null, "inference_ms_max": null, "total_fps": null, "cpu_percent": null, "watts": null, "frigate_version": "0.16.0-beta1", "frigate_minor": "0.16", "os": "Proxmox LXC + Docker", "source_url": "https://github.com/blakeblackshear/frigate/discussions/18120", "source_date": "2025-05-08", "checked_date": null, "date_sort": "2025-05-08", "date_precision": "day", "flag": "misconfiguration", "flag_reason": "Problem report (~150 ms, misconfigured); not representative.", "use_in_stats": false, "notes": "Problem report (~150 ms, misconfigured); not representative" }, { "id": "db-136", "source_type": "community", "hardware_id": "hailo-8", "gpu_or_accelerator": "Hailo-8", "host_id": null, "host_device": null, "cpu": null, "detector_type": "hailo", "detector_count": null, "model": "yolov6n (8L-compiled HEF)", "model_family": "yolov6n", "model_input": null, "camera_resolution": null, "cameras": null, "inference_ms": 11, "inference_ms_min": null, "inference_ms_max": null, "total_fps": null, "cpu_percent": null, "watts": null, "frigate_version": null, "frigate_minor": null, "os": null, "source_url": "https://github.com/blakeblackshear/frigate/discussions/18237", "source_date": "2025-05-15", "checked_date": null, "date_sort": "2025-05-15", "date_precision": "day", "flag": "misconfiguration", "flag_reason": "Hailo-8L model (HEF) loaded on a Hailo-8. See db-137 for the corrected result.", "use_in_stats": false, "notes": "~11 ms using Hailo-8L model on Hailo-8" }, { "id": "db-137", "source_type": "community", "hardware_id": "hailo-8", "gpu_or_accelerator": "Hailo-8", "host_id": null, "host_device": null, "cpu": null, "detector_type": "hailo", "detector_count": null, "model": "yolov6n (correct HEF)", "model_family": "yolov6n", "model_input": null, "camera_resolution": null, "cameras": null, "inference_ms": 6, "inference_ms_min": null, "inference_ms_max": null, "total_fps": null, "cpu_percent": null, "watts": null, "frigate_version": null, "frigate_minor": null, "os": null, "source_url": "https://github.com/blakeblackshear/frigate/discussions/18237", "source_date": "2025-09-25", "checked_date": null, "date_sort": "2025-09-25", "date_precision": "day", "flag": null, "flag_reason": null, "use_in_stats": true, "notes": "'6ms range' after clearing model cache" }, { "id": "db-138", "source_type": "community", "hardware_id": "nvidia-rtx-3060", "gpu_or_accelerator": "Nvidia RTX 3060 12GB", "host_id": null, "host_device": null, "cpu": null, "detector_type": "tensorrt", "detector_count": null, "model": "yolov7-320", "model_family": "yolov7", "model_input": 320, "camera_resolution": null, "cameras": null, "inference_ms": null, "inference_ms_min": 5, "inference_ms_max": 7, "total_fps": null, "cpu_percent": null, "watts": null, "frigate_version": "0.15.2", "frigate_minor": "0.15", "os": null, "source_url": "https://github.com/blakeblackshear/frigate/discussions/19741", "source_date": "2025-08", "checked_date": null, "date_sort": "2025-08-01", "date_precision": "month", "flag": null, "flag_reason": null, "use_in_stats": true, "notes": null }, { "id": "db-139", "source_type": "community", "hardware_id": "nvidia-rtx-3060", "gpu_or_accelerator": "Nvidia RTX 3060 12GB", "host_id": null, "host_device": null, "cpu": null, "detector_type": "onnx", "detector_count": null, "model": "rf-detr", "model_family": "rf-detr", "model_input": null, "camera_resolution": null, "cameras": null, "inference_ms": null, "inference_ms_min": 28, "inference_ms_max": 29, "total_fps": null, "cpu_percent": null, "watts": null, "frigate_version": "0.16", "frigate_minor": "0.16", "os": null, "source_url": "https://github.com/blakeblackshear/frigate/discussions/19741", "source_date": "2025-08-25", "checked_date": null, "date_sort": "2025-08-25", "date_precision": "day", "flag": "problem_report", "flag_reason": "Low GPU utilization issue.", "use_in_stats": false, "notes": "(low GPU utilization issue)" }, { "id": "db-140", "source_type": "community", "hardware_id": "nvidia-rtx-3060", "gpu_or_accelerator": "Nvidia RTX 3060 12GB", "host_id": null, "host_device": null, "cpu": null, "detector_type": "onnx", "detector_count": null, "model": "yolov9-t", "model_family": "yolov9-t", "model_input": null, "camera_resolution": null, "cameras": null, "inference_ms": null, "inference_ms_min": 10, "inference_ms_max": 14, "total_fps": null, "cpu_percent": null, "watts": null, "frigate_version": "0.16", "frigate_minor": "0.16", "os": null, "source_url": "https://github.com/blakeblackshear/frigate/discussions/19741", "source_date": "2025-08", "checked_date": null, "date_sort": "2025-08-01", "date_precision": "month", "flag": null, "flag_reason": null, "use_in_stats": true, "notes": "TensorRT execution provider. Improved from 28-34 ms (default ONNX) to 10-14 ms." }, { "id": "db-141", "source_type": "community", "hardware_id": "nvidia-rtx-3060", "gpu_or_accelerator": "Nvidia RTX 3060", "host_id": null, "host_device": null, "cpu": "AMD Ryzen 5 3600", "detector_type": "tensorrt", "detector_count": null, "model": "yolov7 trt", "model_family": "yolov7", "model_input": null, "camera_resolution": null, "cameras": null, "inference_ms": 10, "inference_ms_min": null, "inference_ms_max": null, "total_fps": null, "cpu_percent": null, "watts": null, "frigate_version": "0.16.0-beta3-tensorrt", "frigate_minor": "0.16", "os": null, "source_url": "https://github.com/blakeblackshear/frigate/discussions/19741", "source_date": "2025-08", "checked_date": null, "date_sort": "2025-08-01", "date_precision": "month", "flag": null, "flag_reason": null, "use_in_stats": true, "notes": "avg 10 ms (40 ms with onnx)" }, { "id": "db-142", "source_type": "community", "hardware_id": "nvidia-gtx-1080", "gpu_or_accelerator": "Nvidia GTX 1080", "host_id": null, "host_device": null, "cpu": null, "detector_type": "onnx", "detector_count": null, "model": "yolov9-t 320", "model_family": "yolov9-t", "model_input": 320, "camera_resolution": null, "cameras": null, "inference_ms": null, "inference_ms_min": 28, "inference_ms_max": 30, "total_fps": null, "cpu_percent": null, "watts": null, "frigate_version": null, "frigate_minor": null, "os": null, "source_url": "https://github.com/blakeblackshear/frigate/discussions/19741", "source_date": "2025-08-25", "checked_date": "2026-10-19", "date_sort": "2025-08-25", "date_precision": "day", "flag": null, "flag_reason": null, "use_in_stats": true, "notes": "Stated \"28-30+ ms\"." }, { "id": "db-143", "source_type": "community", "hardware_id": "nvidia-gtx-1080", "gpu_or_accelerator": "Nvidia GTX 1080", "host_id": null, "host_device": null, "cpu": null, "detector_type": "onnx", "detector_count": null, "model": "yolo-nas-s 320", "model_family": "yolo-nas-s", "model_input": 320, "camera_resolution": null, "cameras": null, "inference_ms": null, "inference_ms_min": 25, "inference_ms_max": 26, "total_fps": null, "cpu_percent": null, "watts": null, "frigate_version": null, "frigate_minor": null, "os": null, "source_url": "https://github.com/blakeblackshear/frigate/discussions/19741", "source_date": "2025-08-25", "checked_date": "2026-10-19", "date_sort": "2025-08-25", "date_precision": "day", "flag": null, "flag_reason": null, "use_in_stats": true, "notes": null }, { "id": "db-144", "source_type": "community", "hardware_id": "intel-uhd-630", "gpu_or_accelerator": "Intel UHD 630 (i5-8500T)", "host_id": null, "host_device": null, "cpu": "Intel Core i5-8500T", "detector_type": "openvino", "detector_count": null, "model": "yolov9-t", "model_family": "yolov9-t", "model_input": null, "camera_resolution": null, "cameras": null, "inference_ms": null, "inference_ms_min": 20, "inference_ms_max": 22, "total_fps": null, "cpu_percent": null, "watts": null, "frigate_version": null, "frigate_minor": null, "os": null, "source_url": "https://github.com/blakeblackshear/frigate/discussions/19741", "source_date": "2025-08-25", "checked_date": "2026-10-19", "date_sort": "2025-08-25", "date_precision": "day", "flag": null, "flag_reason": null, "use_in_stats": true, "notes": null }, { "id": "db-145", "source_type": "community", "hardware_id": "coral-usb", "gpu_or_accelerator": "Google Coral USB", "host_id": null, "host_device": null, "cpu": null, "detector_type": "edgetpu", "detector_count": null, "model": "default", "model_family": "frigate-default", "model_input": null, "camera_resolution": null, "cameras": null, "inference_ms": null, "inference_ms_min": 8, "inference_ms_max": 9, "total_fps": null, "cpu_percent": null, "watts": null, "frigate_version": null, "frigate_minor": null, "os": null, "source_url": "https://github.com/blakeblackshear/frigate/discussions/19899", "source_date": "2025-09-03", "checked_date": "2026-10-19", "date_sort": "2025-09-03", "date_precision": "day", "flag": null, "flag_reason": null, "use_in_stats": true, "notes": null }, { "id": "db-146", "source_type": "community", "hardware_id": "intel-265k-igpu", "gpu_or_accelerator": "Intel Core Ultra 7 265K iGPU", "host_id": null, "host_device": null, "cpu": "Intel Core Ultra 7 265K", "detector_type": "openvino", "detector_count": 3, "model": "n/s", "model_family": "unspecified", "model_input": null, "camera_resolution": null, "cameras": null, "inference_ms": 15, "inference_ms_min": null, "inference_ms_max": null, "total_fps": null, "cpu_percent": null, "watts": null, "frigate_version": null, "frigate_minor": null, "os": null, "source_url": "https://github.com/blakeblackshear/frigate/discussions/20941", "source_date": "2025-11-16", "checked_date": "2026-10-19", "date_sort": "2025-11-16", "date_precision": "day", "flag": null, "flag_reason": null, "use_in_stats": true, "notes": "3 detectors averaging ~15 ms each; a single detector ran 8-10 ms. Peaks ~150 detections/s." }, { "id": "db-147", "source_type": "community", "hardware_id": "intel-265k-npu", "gpu_or_accelerator": "Intel Core Ultra 7 265K NPU", "host_id": null, "host_device": null, "cpu": "Intel Core Ultra 7 265K", "detector_type": "openvino", "detector_count": 4, "model": "n/s", "model_family": "unspecified", "model_input": null, "camera_resolution": null, "cameras": null, "inference_ms": null, "inference_ms_min": 8, "inference_ms_max": 10, "total_fps": null, "cpu_percent": null, "watts": null, "frigate_version": null, "frigate_minor": null, "os": null, "source_url": "https://github.com/blakeblackshear/frigate/discussions/20974", "source_date": "2025-11-21", "checked_date": null, "date_sort": "2025-11-21", "date_precision": "day", "flag": null, "flag_reason": null, "use_in_stats": true, "notes": "Up to 4 NPU detectors at 8-10 ms each; detector CPU <1%." }, { "id": "db-148", "source_type": "community", "hardware_id": "intel-265k-igpu", "gpu_or_accelerator": "Intel Core Ultra 7 265K iGPU", "host_id": null, "host_device": null, "cpu": "Intel Core Ultra 7 265K", "detector_type": "openvino", "detector_count": 4, "model": "n/s", "model_family": "unspecified", "model_input": null, "camera_resolution": null, "cameras": null, "inference_ms": null, "inference_ms_min": 25, "inference_ms_max": 30, "total_fps": null, "cpu_percent": null, "watts": null, "frigate_version": null, "frigate_minor": null, "os": null, "source_url": "https://github.com/blakeblackshear/frigate/discussions/20974", "source_date": "2025-11-21", "checked_date": null, "date_sort": "2025-11-21", "date_precision": "day", "flag": null, "flag_reason": null, "use_in_stats": true, "notes": "4 GPU detectors at 25-30 ms each." }, { "id": "db-149", "source_type": "community", "hardware_id": "intel-n150", "gpu_or_accelerator": "Intel N150 iGPU", "host_id": "host-n150-mini-pc", "host_device": "Intel N150 mini PC", "cpu": "Intel N150", "detector_type": "openvino", "detector_count": null, "model": "ssd mobilenet v2 300", "model_family": "mobilenet-v2", "model_input": 300, "camera_resolution": null, "cameras": null, "inference_ms": 13, "inference_ms_min": null, "inference_ms_max": null, "total_fps": null, "cpu_percent": null, "watts": null, "frigate_version": null, "frigate_minor": null, "os": null, "source_url": "https://github.com/blakeblackshear/frigate/discussions/21692", "source_date": "2026-01-17", "checked_date": "2026-10-19", "date_sort": "2026-01-17", "date_precision": "day", "flag": null, "flag_reason": null, "use_in_stats": true, "notes": "~13 ms, CPU 20-25%" }, { "id": "db-150", "source_type": "community", "hardware_id": "hailo-8", "gpu_or_accelerator": "Hailo-8", "host_id": null, "host_device": null, "cpu": null, "detector_type": "hailo", "detector_count": null, "model": "Frigate+ (8L model id)", "model_family": "frigate-plus", "model_input": null, "camera_resolution": null, "cameras": null, "inference_ms": 15.82, "inference_ms_min": null, "inference_ms_max": null, "total_fps": null, "cpu_percent": null, "watts": null, "frigate_version": "0.17-RC1+", "frigate_minor": "0.17", "os": null, "source_url": "https://github.com/blakeblackshear/frigate/discussions/22179", "source_date": "2026-02-28", "checked_date": null, "date_sort": "2026-02-28", "date_precision": "day", "flag": "misconfiguration", "flag_reason": "Hailo-8L model id used on a Hailo-8. See db-151 for the correct model.", "use_in_stats": false, "notes": null }, { "id": "db-151", "source_type": "community", "hardware_id": "hailo-8", "gpu_or_accelerator": "Hailo-8", "host_id": null, "host_device": null, "cpu": null, "detector_type": "hailo", "detector_count": null, "model": "Frigate+ (Hailo-8 model id)", "model_family": "frigate-plus", "model_input": null, "camera_resolution": null, "cameras": null, "inference_ms": 11.62, "inference_ms_min": null, "inference_ms_max": null, "total_fps": null, "cpu_percent": null, "watts": null, "frigate_version": "0.17-RC1+", "frigate_minor": "0.17", "os": null, "source_url": "https://github.com/blakeblackshear/frigate/discussions/22179", "source_date": "2026-02-28", "checked_date": null, "date_sort": "2026-02-28", "date_precision": "day", "flag": null, "flag_reason": null, "use_in_stats": true, "notes": null }, { "id": "db-152", "source_type": "community", "hardware_id": "intel-arc-a310", "gpu_or_accelerator": "Intel Arc A310", "host_id": "host-hpe-dl380-g10", "host_device": "HPE ProLiant DL380 Gen10", "cpu": null, "detector_type": "openvino", "detector_count": null, "model": "yolov9-s 320", "model_family": "yolov9-s", "model_input": 320, "camera_resolution": null, "cameras": 15, "inference_ms": 20, "inference_ms_min": null, "inference_ms_max": null, "total_fps": null, "cpu_percent": null, "watts": null, "frigate_version": null, "frigate_minor": null, "os": null, "source_url": "https://github.com/blakeblackshear/frigate/discussions/22189", "source_date": "2026-03-01", "checked_date": null, "date_sort": "2026-03-01", "date_precision": "day", "flag": null, "flag_reason": null, "use_in_stats": true, "notes": "~20 ms; no Resizable BAR support" }, { "id": "db-153", "source_type": "community", "hardware_id": "coral-unspecified", "gpu_or_accelerator": "Google Coral", "host_id": "host-hpe-dl380-g10", "host_device": "HPE ProLiant DL380 Gen10", "cpu": null, "detector_type": "edgetpu", "detector_count": null, "model": "n/s", "model_family": "unspecified", "model_input": null, "camera_resolution": null, "cameras": 15, "inference_ms": 10, "inference_ms_min": null, "inference_ms_max": null, "total_fps": null, "cpu_percent": null, "watts": null, "frigate_version": null, "frigate_minor": null, "os": null, "source_url": "https://github.com/blakeblackshear/frigate/discussions/22189", "source_date": "2026-03-01", "checked_date": null, "date_sort": "2026-03-01", "date_precision": "day", "flag": null, "flag_reason": null, "use_in_stats": true, "notes": "'around 10ms' previously on same server" }, { "id": "db-154", "source_type": "community", "hardware_id": "intel-265k-npu", "gpu_or_accelerator": "Intel Core Ultra 7 265K NPU", "host_id": null, "host_device": null, "cpu": "Intel Core Ultra 7 265K", "detector_type": "openvino", "detector_count": null, "model": "n/s", "model_family": "unspecified", "model_input": null, "camera_resolution": null, "cameras": null, "inference_ms": 8.41, "inference_ms_min": null, "inference_ms_max": null, "total_fps": null, "cpu_percent": 0.3, "watts": null, "frigate_version": "0.17", "frigate_minor": "0.17", "os": null, "source_url": "https://github.com/blakeblackshear/frigate/discussions/22421", "source_date": "2026-03-13", "checked_date": null, "date_sort": "2026-03-13", "date_precision": "day", "flag": null, "flag_reason": null, "use_in_stats": true, "notes": "Detector CPU 0.3%, NPU 4.9%. Numbers read from the poster's screenshot by a bot reply." }, { "id": "db-155", "source_type": "community", "hardware_id": "nvidia-rtx-5070-ti", "gpu_or_accelerator": "Nvidia RTX 5070 Ti", "host_id": null, "host_device": null, "cpu": "Intel Core i7-14700KF", "detector_type": "onnx", "detector_count": null, "model": "yolov9-s 320", "model_family": "yolov9-s", "model_input": 320, "camera_resolution": null, "cameras": 20, "inference_ms": 10.5, "inference_ms_min": null, "inference_ms_max": null, "total_fps": null, "cpu_percent": null, "watts": null, "frigate_version": "0.17.2", "frigate_minor": "0.17", "os": null, "source_url": "https://github.com/blakeblackshear/frigate/discussions/23978", "source_date": "2026-08-13", "checked_date": null, "date_sort": "2026-08-13", "date_precision": "day", "flag": "known_issue", "flag_reason": "ONNX detector got stuck with CUDA Graphs on; fixed by disabling CUDA Graphs.", "use_in_stats": true, "notes": "About 20-25 cameras (20 recorded)." }, { "id": "db-156", "source_type": "community", "hardware_id": "coral-usb", "gpu_or_accelerator": "Google Coral USB", "host_id": null, "host_device": null, "cpu": null, "detector_type": "edgetpu", "detector_count": null, "model": "n/s", "model_family": "unspecified", "model_input": null, "camera_resolution": null, "cameras": 13, "inference_ms": 19, "inference_ms_min": null, "inference_ms_max": null, "total_fps": null, "cpu_percent": null, "watts": null, "frigate_version": null, "frigate_minor": null, "os": null, "source_url": "https://github.com/blakeblackshear/frigate/discussions/17700", "source_date": "2025-04-14", "checked_date": null, "date_sort": "2025-04-14", "date_precision": "day", "flag": null, "flag_reason": null, "use_in_stats": true, "notes": null }, { "id": "db-157", "source_type": "community", "hardware_id": "intel-igpu-unspecified", "gpu_or_accelerator": "Intel iGPU (n/s)", "host_id": null, "host_device": null, "cpu": null, "detector_type": "openvino", "detector_count": null, "model": "n/s", "model_family": "unspecified", "model_input": null, "camera_resolution": null, "cameras": 13, "inference_ms": 16, "inference_ms_min": null, "inference_ms_max": null, "total_fps": null, "cpu_percent": 100, "watts": null, "frigate_version": null, "frigate_minor": null, "os": null, "source_url": "https://github.com/blakeblackshear/frigate/discussions/17700", "source_date": "2025-04-14", "checked_date": null, "date_sort": "2025-04-14", "date_precision": "day", "flag": null, "flag_reason": null, "use_in_stats": true, "notes": "Detector CPU 100%." }, { "id": "db-158", "source_type": "community", "hardware_id": "intel-n100", "gpu_or_accelerator": "Intel N100 iGPU", "host_id": "host-n100-mini-pc", "host_device": "Intel N100 mini PC", "cpu": "Intel N100", "detector_type": "openvino", "detector_count": null, "model": "ssd mobilenet", "model_family": "mobilenet", "model_input": null, "camera_resolution": null, "cameras": null, "inference_ms": 12, "inference_ms_min": null, "inference_ms_max": null, "total_fps": null, "cpu_percent": null, "watts": null, "frigate_version": null, "frigate_minor": null, "os": null, "source_url": "https://github.com/blakeblackshear/frigate/discussions/12188", "source_date": "2024-06-28", "checked_date": null, "date_sort": "2024-06-28", "date_precision": "day", "flag": null, "flag_reason": null, "use_in_stats": true, "notes": null }, { "id": "db-159", "source_type": "community", "hardware_id": "intel-n100", "gpu_or_accelerator": "Intel N100 iGPU", "host_id": "host-n100-mini-pc", "host_device": "Intel N100 mini PC", "cpu": "Intel N100", "detector_type": "openvino", "detector_count": null, "model": "yolo-nas 256", "model_family": "yolo-nas", "model_input": 256, "camera_resolution": null, "cameras": null, "inference_ms": 30, "inference_ms_min": null, "inference_ms_max": null, "total_fps": null, "cpu_percent": null, "watts": null, "frigate_version": null, "frigate_minor": null, "os": null, "source_url": "https://github.com/blakeblackshear/frigate/discussions/12188", "source_date": "2024-06-28", "checked_date": null, "date_sort": "2024-06-28", "date_precision": "day", "flag": null, "flag_reason": null, "use_in_stats": true, "notes": "~30 ms light activity; up to 150 ms under motion" }, { "id": "db-160", "source_type": "community", "hardware_id": "intel-n6000", "gpu_or_accelerator": "Intel Pentium Silver N6000 iGPU", "host_id": null, "host_device": null, "cpu": "Intel Pentium Silver N6000", "detector_type": "openvino", "detector_count": null, "model": "yolo-nas 256", "model_family": "yolo-nas", "model_input": 256, "camera_resolution": "1280x720", "cameras": 7, "inference_ms": null, "inference_ms_min": 30, "inference_ms_max": 35, "total_fps": null, "cpu_percent": null, "watts": null, "frigate_version": null, "frigate_minor": null, "os": null, "source_url": "https://github.com/blakeblackshear/frigate/discussions/12011", "source_date": "2024-06", "checked_date": null, "date_sort": "2024-06-01", "date_precision": "month", "flag": null, "flag_reason": null, "use_in_stats": true, "notes": null }, { "id": "db-161", "source_type": "community", "hardware_id": "intel-n100", "gpu_or_accelerator": "Intel N100 iGPU", "host_id": "host-n100-mini-pc", "host_device": "Intel N100 mini PC", "cpu": "Intel N100", "detector_type": "openvino", "detector_count": null, "model": "yolov8 320", "model_family": "yolov8", "model_input": 320, "camera_resolution": null, "cameras": null, "inference_ms": 21, "inference_ms_min": null, "inference_ms_max": null, "total_fps": null, "cpu_percent": null, "watts": null, "frigate_version": "0.14 beta", "frigate_minor": "0.14", "os": null, "source_url": "https://github.com/blakeblackshear/frigate/discussions/12011", "source_date": "2024-06", "checked_date": null, "date_sort": "2024-06-01", "date_precision": "month", "flag": null, "flag_reason": null, "use_in_stats": true, "notes": null }, { "id": "db-162", "source_type": "community", "hardware_id": "intel-n100", "gpu_or_accelerator": "Intel N100 iGPU", "host_id": "host-n100-mini-pc", "host_device": "Intel N100 mini PC", "cpu": "Intel N100", "detector_type": "openvino", "detector_count": null, "model": "yolo-nas 320", "model_family": "yolo-nas", "model_input": 320, "camera_resolution": null, "cameras": null, "inference_ms": 34, "inference_ms_min": null, "inference_ms_max": null, "total_fps": null, "cpu_percent": null, "watts": null, "frigate_version": "0.14 beta", "frigate_minor": "0.14", "os": null, "source_url": "https://github.com/blakeblackshear/frigate/discussions/12011", "source_date": "2024-06", "checked_date": null, "date_sort": "2024-06-01", "date_precision": "month", "flag": null, "flag_reason": null, "use_in_stats": true, "notes": null }, { "id": "db-163", "source_type": "community", "hardware_id": "intel-155h-igpu", "gpu_or_accelerator": "Intel Arc iGPU (Core Ultra 7 155H)", "host_id": "host-intel-nuc14", "host_device": "Intel NUC14", "cpu": "Intel Core Ultra 7 155H", "detector_type": "openvino", "detector_count": null, "model": "yolo-nas-m 256", "model_family": "yolo-nas-m", "model_input": 256, "camera_resolution": null, "cameras": null, "inference_ms": 13, "inference_ms_min": null, "inference_ms_max": null, "total_fps": null, "cpu_percent": null, "watts": null, "frigate_version": null, "frigate_minor": null, "os": null, "source_url": "https://github.com/blakeblackshear/frigate/discussions/12011", "source_date": "2024-07-23", "checked_date": null, "date_sort": "2024-07-23", "date_precision": "day", "flag": null, "flag_reason": null, "use_in_stats": true, "notes": null }, { "id": "db-164", "source_type": "community", "hardware_id": "intel-uhd-730", "gpu_or_accelerator": "Intel UHD 730 (i5-14400)", "host_id": null, "host_device": null, "cpu": "Intel Core i5-14400", "detector_type": "openvino", "detector_count": null, "model": "yolov9-s 320", "model_family": "yolov9-s", "model_input": 320, "camera_resolution": null, "cameras": 1, "inference_ms": null, "inference_ms_min": 15, "inference_ms_max": 20, "total_fps": null, "cpu_percent": null, "watts": null, "frigate_version": null, "frigate_minor": null, "os": "Proxmox", "source_url": "https://github.com/blakeblackshear/frigate/discussions/20991", "source_date": "2025-11", "checked_date": null, "date_sort": "2025-11-01", "date_precision": "month", "flag": null, "flag_reason": null, "use_in_stats": true, "notes": "Detector CPU 50-75%." }, { "id": "db-165", "source_type": "community", "hardware_id": "intel-uhd-730", "gpu_or_accelerator": "Intel UHD 730 (i5-14400)", "host_id": null, "host_device": null, "cpu": "Intel Core i5-14400", "detector_type": "openvino", "detector_count": null, "model": "yolov9-s 640", "model_family": "yolov9-s", "model_input": 640, "camera_resolution": null, "cameras": 1, "inference_ms": 50, "inference_ms_min": null, "inference_ms_max": null, "total_fps": null, "cpu_percent": 100, "watts": null, "frigate_version": null, "frigate_minor": null, "os": "Proxmox", "source_url": "https://github.com/blakeblackshear/frigate/discussions/20991", "source_date": "2025-11", "checked_date": null, "date_sort": "2025-11-01", "date_precision": "month", "flag": null, "flag_reason": null, "use_in_stats": true, "notes": "~50 ms; detector CPU ~100%." }, { "id": "db-166", "source_type": "community", "hardware_id": "intel-n97", "gpu_or_accelerator": "Intel N97 iGPU", "host_id": "host-n97-mini-pc", "host_device": "Intel N97 mini PC", "cpu": "Intel N97", "detector_type": "openvino", "detector_count": null, "model": "yolov9-t 320", "model_family": "yolov9-t", "model_input": 320, "camera_resolution": null, "cameras": 8, "inference_ms": 18.5, "inference_ms_min": null, "inference_ms_max": null, "total_fps": null, "cpu_percent": null, "watts": null, "frigate_version": "0.17", "frigate_minor": "0.17", "os": "Debian 13", "source_url": "https://yanghu.github.io/posts/frigate-yolov9t-openvino/", "source_date": "2026-03-19", "checked_date": "2026-10-19", "date_sort": "2026-03-19", "date_precision": "day", "flag": null, "flag_reason": null, "use_in_stats": true, "notes": null }, { "id": "db-167", "source_type": "community", "hardware_id": "intel-hd-530", "gpu_or_accelerator": "Intel HD 530", "host_id": "host-6th-gen-pc", "host_device": "circa-2015 PC (6th-gen Intel)", "cpu": null, "detector_type": "openvino", "detector_count": null, "model": "yolov9-s 320", "model_family": "yolov9-s", "model_input": 320, "camera_resolution": "720p @5fps", "cameras": 3, "inference_ms": 30, "inference_ms_min": null, "inference_ms_max": null, "total_fps": null, "cpu_percent": null, "watts": null, "frigate_version": null, "frigate_minor": null, "os": null, "source_url": "https://fuzznotes.com/posts/frigate-mobiledet-to-yolov9/", "source_date": "2025-10-08", "checked_date": "2026-10-19", "date_sort": "2025-10-08", "date_precision": "day", "flag": null, "flag_reason": null, "use_in_stats": true, "notes": null }, { "id": "db-168", "source_type": "community", "hardware_id": "intel-hd-530", "gpu_or_accelerator": "Intel HD 530", "host_id": "host-6th-gen-pc", "host_device": "circa-2015 PC (6th-gen Intel)", "cpu": null, "detector_type": "openvino", "detector_count": null, "model": "yolov9-s 640", "model_family": "yolov9-s", "model_input": 640, "camera_resolution": "720p @5fps", "cameras": 3, "inference_ms": 70, "inference_ms_min": null, "inference_ms_max": null, "total_fps": null, "cpu_percent": null, "watts": null, "frigate_version": null, "frigate_minor": null, "os": null, "source_url": "https://fuzznotes.com/posts/frigate-mobiledet-to-yolov9/", "source_date": "2025-10-08", "checked_date": "2026-10-19", "date_sort": "2025-10-08", "date_precision": "day", "flag": null, "flag_reason": null, "use_in_stats": true, "notes": null }, { "id": "db-169", "source_type": "community", "hardware_id": "coral-usb", "gpu_or_accelerator": "Google Coral USB", "host_id": "host-6th-gen-pc", "host_device": "circa-2015 PC (6th-gen Intel)", "cpu": null, "detector_type": "edgetpu", "detector_count": null, "model": "mobiledet (Frigate+)", "model_family": "mobiledet", "model_input": null, "camera_resolution": "720p @5fps", "cameras": 3, "inference_ms": 10, "inference_ms_min": null, "inference_ms_max": null, "total_fps": null, "cpu_percent": null, "watts": null, "frigate_version": null, "frigate_minor": null, "os": null, "source_url": "https://fuzznotes.com/posts/frigate-mobiledet-to-yolov9/", "source_date": "2025-10-08", "checked_date": "2026-10-19", "date_sort": "2025-10-08", "date_precision": "day", "flag": null, "flag_reason": null, "use_in_stats": true, "notes": null }, { "id": "db-170", "source_type": "community", "hardware_id": "rpi-ai-hat-plus", "gpu_or_accelerator": "Hailo (AI HAT+)", "host_id": "host-rpi-5", "host_device": "Raspberry Pi 5", "cpu": null, "detector_type": "hailo", "detector_count": null, "model": "default", "model_family": "frigate-default", "model_input": null, "camera_resolution": null, "cameras": 2, "inference_ms": 12, "inference_ms_min": null, "inference_ms_max": null, "total_fps": null, "cpu_percent": null, "watts": null, "frigate_version": null, "frigate_minor": null, "os": null, "source_url": "https://www.jeffgeerling.com/blog/2026/frigate-with-hailo-for-object-detection-on-a-raspberry-pi/", "source_date": "2026-02-18", "checked_date": "2026-10-19", "date_sort": "2026-02-18", "date_precision": "day", "flag": null, "flag_reason": null, "use_in_stats": true, "notes": "~12 ms with two cameras. Post says it \"works on the cheaper Hailo-8L that you can find in the $70 AI HAT+\" but does not explicitly state which HAT variant was used in the test, so 8 vs 8L stays unconfirmed." }, { "id": "db-171", "source_type": "community", "hardware_id": "intel-uhd-630", "gpu_or_accelerator": "Intel UHD 630 (i5-8500)", "host_id": "host-hp-elitedesk-800-g4", "host_device": "HP EliteDesk 800 G4 Mini", "cpu": "Intel Core i5-8500", "detector_type": "openvino", "detector_count": 1, "model": "yolov9", "model_family": "yolov9", "model_input": null, "camera_resolution": null, "cameras": 8, "inference_ms": 26, "inference_ms_min": null, "inference_ms_max": null, "total_fps": null, "cpu_percent": 100, "watts": null, "frigate_version": null, "frigate_minor": null, "os": "HA add-on", "source_url": "https://www.reddit.com/r/frigate_nvr/comments/1ng09at/", "source_date": "2025-09-13", "checked_date": null, "date_sort": "2025-09-13", "date_precision": "day", "flag": null, "flag_reason": null, "use_in_stats": true, "notes": "Single detector; detector CPU up to 100%. Two detectors ran 30+ ms each." }, { "id": "db-172", "source_type": "community", "hardware_id": "coral-unspecified", "gpu_or_accelerator": "Google Coral", "host_id": "host-hp-elitedesk-800-g4", "host_device": "HP EliteDesk 800 G4 Mini", "cpu": "Intel Core i5-8500", "detector_type": "edgetpu", "detector_count": null, "model": "mobiledet", "model_family": "mobiledet", "model_input": null, "camera_resolution": null, "cameras": 8, "inference_ms": null, "inference_ms_min": null, "inference_ms_max": 10, "total_fps": null, "cpu_percent": null, "watts": null, "frigate_version": null, "frigate_minor": null, "os": "HA add-on", "source_url": "https://www.reddit.com/r/frigate_nvr/comments/1ng09at/", "source_date": "2025-09-13", "checked_date": null, "date_sort": "2025-09-13", "date_precision": "day", "flag": null, "flag_reason": null, "use_in_stats": true, "notes": "Stated \"<10 ms\"." }, { "id": "db-173", "source_type": "community", "hardware_id": "intel-igpu-unspecified", "gpu_or_accelerator": "Intel iGPU (n/s)", "host_id": null, "host_device": null, "cpu": null, "detector_type": "openvino", "detector_count": null, "model": "Frigate+ yolov9s 640", "model_family": "frigate-plus", "model_input": 640, "camera_resolution": null, "cameras": 6, "inference_ms": 50.77, "inference_ms_min": null, "inference_ms_max": null, "total_fps": null, "cpu_percent": null, "watts": null, "frigate_version": "0.18.2-cfa08c5", "frigate_minor": "0.18", "os": "Docker Compose (OS not stated)", "source_url": "https://github.com/blakeblackshear/frigate/discussions/24688", "source_date": "2026-10-16", "checked_date": null, "date_sort": "2026-10-16", "date_precision": "day", "flag": null, "flag_reason": null, "use_in_stats": true, "notes": "84% iGPU usage. Maintainer advised switching to a 320x320 model; no after numbers posted yet." }, { "id": "db-174", "source_type": "community", "hardware_id": "nvidia-rtx-unspecified", "gpu_or_accelerator": "Nvidia RTX (model not stated)", "host_id": null, "host_device": null, "cpu": "AMD Threadripper 2990WX (VM, 48 vCPU)", "detector_type": "onnx", "detector_count": 4, "model": "n/s", "model_family": "unspecified", "model_input": null, "camera_resolution": "mixed 4K/1440p/1080p/D1 @5fps", "cameras": 40, "inference_ms": null, "inference_ms_min": 17, "inference_ms_max": 22, "total_fps": null, "cpu_percent": null, "watts": null, "frigate_version": "0.18.0-77a66e7 (tensorrt image)", "frigate_minor": "0.18", "os": "Ubuntu 24.04 VM (k3s)", "source_url": "https://github.com/blakeblackshear/frigate/discussions/24616", "source_date": "2026-10-10", "checked_date": "2026-10-19", "date_sort": "2026-10-10", "date_precision": "day", "flag": null, "flag_reason": null, "use_in_stats": true, "notes": "ONNX detector on the 0.18.0 -tensorrt image (TensorRT execution provider), 4 instances at 17-22 ms; ~200 aggregate detect fps. Detectors kept up; the thread is a bug report about a frame-copy bottleneck elsewhere in Frigate." } ]