{"repo":"Vask006/hcv-v2x-predictive-risk-mitigation","free":true,"listed":false,"github":"https://github.com/Vask006/hcv-v2x-predictive-risk-mitigation","clone":"git clone https://github.com/Vask006/hcv-v2x-predictive-risk-mitigation.git","description":"Edge AI and V2X proof-of-concept for predictive risk mitigation in heavy commercial vehicles using camera, GPS, telemetry, and real-time risk scoring.","language":"Python","stars":23,"topics":["computer-vision","devsecops","digital-twin","gps","intelligent-transportation-systems","iot","predictive-analytics","risk-scoring","telemetry","v2x"],"license":"MIT","category":"analytics","readme_excerpt":"HCV V2X Predictive Risk Mitigation Demo-ready edge/cloud reference implementation for heavy commercial vehicle predictive safety intelligence using onboard sensing, simulated cooperative V2X context, deterministic edge risk scoring, and cloud/fleet visibility. What The System Does - Normalizes GPS and camera-derived telemetry into stable service contracts. - Accepts cooperative V2X context from reproducible simulation events. - Computes deterministic, explainable risk scores and hazard classifications. - Generates mitigation recommendations for driver and fleet workflows. - Publishes events to a local cloud ingestion API. - Visualizes event outcomes in a lightweight dashboard. Architecture Overview Repository Structure Services - services/gps-service : GNSS parsing with mock and serial-compatible data paths. - services/camera-service : camera metadata, health state, and deterministic analytics proxies. - services/telemetry-service : normalization of sensor/vehicle payloads to consistent telemetry events. - services/v2x-simulator : reusable cooperative context events and mapping to risk context. - services/risk-engine : deterministic and explainable risk scoring + mitigation outputs. - services/pipeline : local orchestration from sensor input through risk event generation. - services/cloud-api : ingest API server plus client adapter utilities. - services/dashboard : Streamlit-based local review surface for event monitoring. Quick Start macOS/Linux: Windows: Run Cloud API Run D","default_branch":null,"files":null,"tree":[],"storefront":"/r/Vask006","claimed":false,"request_supported":{"post":"https://gitbuyer.com/r/Vask006/hcv-v2x-predictive-risk-mitigation/request-supported","requests":0},"note":"indexed from public GitHub; nothing is for sale on this page. Clone it from GitHub. Paid listings live at /search."}