Autonomous Drone + Computer Vision Developer for Roofing Damage Detection System
20 hours ago
Job description
Job Description:
We are a roofing company looking to build a custom autonomous drone solution for property inspections, specifically for hail damage detection and measurement.
We need an experienced developer (or small team) with strong background in autonomous drone control, computer vision, and measurement modeling to help us design and implement this system.
Project Overview:
Our estimator will arrive at a property that has potentially been hit by hail
The drone system must:
Autonomously fly around the entire house (all elevations)
Maintain a consistent flight distance of approximately 3–4 feet from the structure
Avoid obstacles in real time (tree branches, power lines, fences, nearby objects, etc.)
Detect hail damage during flight using computer vision
Automatically focus on damaged areas
Capture high-resolution photos of each detected issue
Record GPS coordinates and orientation for every image so we know which side/elevation the photo belongs to
Organize photos by elevation (front, rear, left, right, roof sections, etc.)
Measurement Requirements:
While flying, the drone must also generate accurate measurements for:
Siding (square footage)
Roof areas (square footage)
Trim (linear footage)
Windows and other openings
Each elevation of the structure
The output should allow us to understand exact quantities per elevation (both square and linear footage) in a format usable for roofing/siding estimates.
Core Technical Requirements:
Autonomous flight path generation around residential properties
Real-time obstacle detection and avoidance
Computer vision model for hail damage detection
Image tagging with GPS and side identification
Measurement extraction (area + linear measurements)
Clean data export (report or structured output)
Ideal Experience:
Drone SDKs (DJI, Skydio, PX4, ArduPilot, etc.)
Computer vision (OpenCV, TensorFlow, PyTorch, YOLO, etc.)
3D reconstruction / photogrammetry
SLAM / obstacle avoidance systems
Geospatial data processing
Please include:
Relevant drone or CV projects you've built
Links to GitHub or portfolio
Your proposed architecture approach
Estimated timeline and budget range
Contract duration of less than 1 month. with 30 hours per week.
Mandatory skills:
Drone, Computer Vision, Architectural Photography
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