wahomekevinmwas/livestock-monitor

AI-powered livestock disease monitoring system for Kenyan pastoral farmers — Z-score anomaly detection, real-time alerts, Leaflet.js Kenya map # 🐄 LivestockAI — Livestock Disease Monitoring System **AI-powered real-time health monitoring for Kenyan pastoral livestock** Transforming raw sensor data into actionable veterinary intelligence for farmers, researchers, and field officers across Kenya's pastoral counties. --- ## Dashboard Preview *Herd Dashboard — 20 animals across 4 species, Kenya map with colour-coded health pins, live alert feed, Chart.js status breakdown* *All Animals — species badges, health status, and latest vitals for every animal in the herd* *Alert Feed — 765 alerts with severity, triggered vital signs, timestamps, and one-click resolution* --- ## The Problem A pastoral farmer in Turkana notices a camel is moving less than usual. By the time visible symptoms appear — three days later — the animal has infected two others. Early detection could have saved all three. Kenya has **10.4 million cattle, 17.5 million goats, and 3.4 million camels**. Livestock accounts for 12% of GDP and is the primary income source for 70% of arid and semi-arid land communities. Disease outbreak is the single largest cause of livestock loss — and almost all of it is preventable with early warning. Continuous vital sign monitoring exists for humans. **LivestockAI brings it to livestock.** --- ## What It Does | Feature | Description | |---------|-------------| | 🐾 **Animal Tracking** | Individual profiles — ID, species, age, weight, GPS location across Kenyan counties | | 📡 **Sensor Ingestion** | Four vital signs per reading: body temperature, heart rate, respiratory rate, movement activity | | 🤖 **AI Anomaly Detection** | Z-score analysis against each animal's rolling 30-reading baseline — no hardcoded thresholds | | 🚨 **Automated Alerts** | Generated instantly on every reading, severity-classified, stored with full Z-score audit trail | | 🗺️ **Live Kenya Map** | Leaflet.js map with colour-coded pins — green healthy, amber warning, red critical | | 📊 **Trend Charts** | Chart.js vital sign h …