Wildlife Threats Monitoring (UAV + IoT + AI)
UAV vision (YOLOv5) + IoT sensors + real-time dashboard for early alerts.
2024-10 - 2025-08 • Archived
Domain: AI, Computer Vision, Conservation, IoT
Tech: YOLOv5, Python, GCP, Firestore, Cloud Storage, Raspberry Pi, Flutter/React
Impact
- Integrated drone video with sensor fusion to raise proactive alerts.
- Pilot tests showed robust detection for poaching, deforestation, bushfires.
Responsibilities
- System design, model integration, dashboard UX, cloud pipelines
Key Features
- Real-time detections and snapshots
- Alerting to dashboard & mobile
- Zone configuration and playback
Architecture
- UAV RTMP stream → detection service (YOLOv5/TFLite)
- Sensor hub (temperature, smoke, acoustic) → Firestore
- React/Flutter dashboards + GCS snapshots
