SATARK
Disaster Intelligence & Autonomous Emergency Logistics
Using satellite imagery and Vision Transformers to detect floods, wildfires, and cyclones in real-time, helping deploy emergency relief quickly.
Flood Inundation
Identify flooded regions and standing water from satellite imagery.
Wildfire Tracking
Detect active fire fronts and smoke plumes from satellite sensors.
Cyclone Path
Track storm spirals and cyclone formations from weather satellite feeds.
Resource Routing
Find and route the nearest relief teams, hospitals, and fire stations.
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