Overview
Satellite-powered precision farming platform that turns multispectral imagery into actionable crop insights.
• Satellite Image Pipeline - Processes Sentinel-2 multispectral imagery (10m resolution, 2017–present) • 8 Spectral Indices - NDVI, EVI, NDWI, NDMI, NDRE, CRI1, PSRI, GCI via normalized band arithmetic • Crop Health Analytics - Quantifies crop health, water content, and chlorophyll levels • Time-Series Analysis - Surfaces vegetation trends across growing seasons • Field Polygon Mapping - Converts user-drawn field polygons into Earth Engine geometry • Three-Tier Architecture - React client, Node/Express API, Python Earth Engine processing • Interactive Visualizations - Charts of derived index data for each field
Why I Built It?
Farmers rarely have access to affordable, data-driven insights about their land. SmartAgri makes satellite-grade crop analytics accessible by turning free Sentinel-2 imagery into clear health, water, and chlorophyll signals. Built with a 3-person team for the IIC Jaipur Hackathon.