SATARK
Disaster Intelligence & Autonomous Emergency Logistics
Harnessing multispectral satellite imagery and Vision Transformers (ViT) to detect catastrophic floods, active wildfires, and cyclonic vortexes in real-time, dispatching emergency responders instantly.
Flood Inundation
Classify catastrophic surface water logging and drone flood imagery with Explainable AI.
Wildfire Tracking
Detect raging wildfire fronts from optical, drone, or satellite sensor imagery in milliseconds.
Cyclone Path
Analyze cyclonic vortices, eye formation, and atmospheric pressure systems with 99.1% accuracy.
Resource Routing
Auto-dispatch NDRF battalions, ambulances, and fire tenders along calculated tactical routes.
99.1%
Cyclone Precision
99.9%
Wildfire Accuracy
81.9%
Flood Detection
<100ms
CUDA ViT Latency
How SATARK Operates
From raw satellite telemetry to live responder routing in three streamlined stages.
1. Satellite Ingestion
Upload multispectral Sentinel-2 tiles, infrared captures, or aerial drone footage.
2. ViT Attention & XAI
Self-attention layers isolate disaster features and output Class Activation Heatmaps.
3. Automated Dispatch
Instantly bridges verified disaster alerts to OSRM routing for closest emergency units.
Production Architecture
Engineered for low-latency humanitarian crisis response.
ViT-B/16
Vision Transformer
86.4M Parameters
Grad-CAM
Explainable AI
Attention Heatmaps
OSRM Engine
Tactical Routing
Shortest-Path Graph
NVIDIA CUDA
GPU Acceleration
High-Throughput FP32