Back to projects
AIComputer VisionDeep Learning
GeoSentinel — AI Landslide Detection System
YOLOv8 segmentation system for terrain monitoring, risk classification, and real-time visual alerts.
Architecture
Image stream
YOLOv8 segmentation
Risk scoring
Monitoring dashboard
Alert layer
Results
Detected landslide-prone regions with mAP of 0.731.
Designed dashboard workflow for real-time inspection.
Challenges
Terrain variability
Small object boundaries
Balancing precision with fast inference
Future Improvements
Satellite data fusionEdge deploymentWeather-aware forecasting