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Dev.to
7/13/2026
Deforestation Identification Tool Developed using AI Agent

Deforestation Identification Tool Developed using AI Agent

Short summary

A developer built a deforestation identification tool as a weekend challenge submission, using Google AI (Gemini) to generate the entire application from human-provided instructions. The app downloads satellite imagery for user-selected areas, computes NDVI via Google Earth Engine, stores results in Snowflake, and visualizes deforestation on a leaflet map frontend. The project demonstrates AI agents building production-ready applications end-to-end.

  • •Deforestation detection app built using Gemini AI agent from human instructions
  • •Pipeline: GEE for NDVI computation, Snowflake for storage, FastAPI backend, leaflet frontend
  • •Demonstrates AI agent capability for full-stack production app development

Generated with AI, which can make mistakes.

#ai-tools#ai-agents#open-source
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