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public-safety

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基于 AstrBot 的新一代灾害预警平台。无缝聚合全球权威数据,实时追踪地震、海啸、气象与台风动态。搭载现代化 WebUI、专业级可视化渲染与智能本地感知,让硬核的灾害监控触手可及。 The next-gen disaster warning platform for AstrBot. Tracking earthquakes, tsunamis, weather & typhoons in real-time with global authoritative data. Empowered by a modern WebUI, pro visual rendering, and smart local perception.

  • Updated Sep 30, 2026
  • JavaScript

Agentic AI platform transforming passive CCTV into proactive railway safety intelligence. Real-time behavioural detection (suicide risk, pickpocketing) via YOLOv8 + BiLSTM + multi-agent reasoning — zero new hardware, privacy-first, no facial recognition.

  • Updated Aug 22, 2026
  • TypeScript

Protidhwani: A community-powered safety intelligence platform for reporting incidents, verifying information, accessing emergency support, and staying connected during crises.

  • Updated Jul 31, 2026
  • TypeScript

YOLO11 research prototype for detecting people associated with potentially dangerous objects in public-area imagery, with thesis evidence, reproducibility notes, and responsible-use guidance.

  • Updated Aug 25, 2026
  • Python

A collection of lists of forms maintained by local, state and federal policing organizations. If you have a form name, you have a FOIA request :-)

  • Updated Sep 11, 2026
  • Rich Text Format

Predictive Guardians: An AI-driven crime prevention solution utilizing advanced analytics, machine learning, and optimization. Uncover crime patterns, profile offenders, forecast trends, and allocate resources optimally. Empower agencies with actionable insights to proactively build safer communities. 🚔💻🌍

  • Updated Mar 8, 2025
  • Python

PyroScan AI is a GenAI-powered multi-agent system for real-time forest fire prediction across 10 global zones. Designed for researchers and disaster teams, it includes agents for fire detection, weather analysis, and historical data mining. Deployable via CLI or Docker.

  • Updated Aug 5, 2025
  • Python

Public-safe Claude Code operating setup with commands, skills, agents, hooks, MCP governance, context-budget discipline, and automated secret/public-safety validation.

  • Updated May 15, 2026
  • HTML
FireGuuard_Fire_detection_smoke

🔥 Real-time fire & smoke detection for indoor CCTV — YOLO26 detector, hazard-state alerting, and instant email alarms. Full pipeline: dataset audit → training → TensorRT export → live inference.

  • Updated Sep 16, 2026
  • Jupyter Notebook

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