Pothole Severity Index Tracker
A mobile/vehicle-mounted system using computer vision to continuously analyze road surfaces and score the severity of every pothole or road hazard for municipal maintenance prioritization.
🎯The Problem
Municipalities and road crews lack real-time, objective data on road degradation, leading to inefficient and reactive maintenance scheduling.
💡The Solution
A small device that mounts to fleet vehicles, using a camera and accelerometer to capture video, apply a custom vision model to identify defects, and automatically generate a severity map.
👥Target Users
Municipal Public Works Departments, Highway Maintenance Contractors, City Planners
📊Difficulty: 7/10 — Intermediate
This is an intermediate micro-SaaS idea suited for builders with some shipping experience. Expect to work with third-party integrations, more complex data models, and nuanced user workflows that require careful planning.
Estimated Timeline
A few months to a solid MVP
Skills Needed
Full-stack development, API integrations, and background job processing
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