Real-time on-device camera intelligence — a tiered perception cascade (detection + tracking → gated VLM → event-sourced scene state) that turns any live video stream into live-synced understanding.
real-time computer-vision yolo object-detection object-tracking mlx video-analytics scene-understanding edge-ai on-device-ai apple-silicon bytetrack vision-language-model powersync fastvlm
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Updated
Jul 5, 2026 - Python