Vehicle Damage Detection
Insurance claims assessed from a photo, not a surveyor visit.
An insurance and automotive assessment company replaced slow manual surveys with an AI system that finds and classifies vehicle damage from images and videos.
Manual assessments were slow, expensive and subjective, which led to disputes and delays. Claim volumes were growing faster than the surveyor team could.
What we delivered.
Damage detection model
Finds scratches, dents, broken glass and panel damage, with bounding boxes and confidence scores.
Image & video pipeline
Works across lighting, angles and vehicle types, separating real damage from reflections and dirt.
Claims integration
REST APIs into the claim system plus a dashboard for human verification.
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