Shypd.aiThe largest open index of AI toolsFrigate is an open-source NVR (Network Video Recorder) with real-time local object detection for IP cameras. It uses OpenCV and TensorFlow for efficient, local processing, with GPU or AI accelerator use highly recommended.
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Frigate is a comprehensive, local NVR solution specifically designed for integration with Home Assistant, featuring advanced AI object detection capabilities. It leverages OpenCV and TensorFlow to perform real-time object detection directly on local IP camera feeds. The system is engineered for minimal resource consumption and maximum performance, employing low-overhead motion detection to trigger object detection only when necessary. Frigate utilizes multiprocessing to ensure real-time processing and communicates via MQTT for seamless integration with other systems. It supports 24/7 recording with retention settings based on detected objects, re-streaming via RTSP, and offers WebRTC & MSE for low-latency live viewing. Use of a GPU or AI accelerator is strongly advised for optimal performance.
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