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About
Point at a property on a map, and computer vision segments the lawn area from satellite imagery to estimate landscaping costs. React frontend with Leaflet mapping, Python backend running PyTorch models and OpenCV for image segmentation. The ML pipeline identifies grass, hardscape, trees, and structures to calculate usable lawn area. Built to explore whether satellite imagery plus ML can replace manual quoting for lawn care services.
💻 Tech Stack
Core languages and frameworks
PythonTypeScriptReactPyTorch
🤖 AI Tools Used
AI assistants and tools that helped build this project
No AI tools listed
☁️ Infrastructure
Hosting, databases, and deployment tools
Docker
Tags
computer-visionsatellite-imageryml-segmentationmapping
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Project Details
Categorytool
CreatedFebruary 11, 2026