๐ฆ CivicSense: edge AI perception for intersection discipline, lane courtesy, road hazard alerts, and cooperative safety. Privacy-first, 100% on-device inference, zero video leaves the car.
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Updated
Aug 17, 2026 - Rust
๐ฆ CivicSense: edge AI perception for intersection discipline, lane courtesy, road hazard alerts, and cooperative safety. Privacy-first, 100% on-device inference, zero video leaves the car.
AI-powered multilingual constituency development platform that analyzes citizen feedback using Google Gemini AI, maps demand hotspots, and helps MPs prioritize development projects through data-driven insights.
๐ CivicSense Pi Stream: Raspberry Pi dash-cam. Live MJPEG over HTTP ๐บ + raw UDP datagrams ๐ก for your phone, WiFi hotspot mode ๐ถ (nmcli/hostapd), 100% Rust โ๏ธ, zero Python. Dockerized cross-compile armv7/aarch64/x86_64. Edge-native, privacy-first ๐ฆ
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