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Mitchell expands AI estimating to collision repairers
Source: FinTech Global
Mitchell expands AI estimating to collision repairers FinTech Global
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Latest Research
On the Application of DiffusionDet to Automatic Car Damage Detection and Classification via High-Performance Computing
Electronics / MDPI
This research investigates whether a diffusion-based object-detection model can improve automatic recognition and classification of vehicle damage. It builds on earlier insurance-claims research and examines whether newer AI architectures can better identify subtle or…
An Insurtech Platform to Support Claim Management Through the Automatic Detection and Estimation of Car Damage from Pictures
Electronics / MDPI
This paper describes Insoore AI, a claims-management platform that uses photographs to identify vehicle panels, classify damage such as dents and scratches, estimate severity, and support repair-versus-replace decisions. It also discusses the practical difficulty…
Automated Car Damage Assessment Using Computer Vision: Insurance Company Use Case
Applied Sciences / MDPI
This study evaluates computer-vision models for automatically identifying vehicle damage from photographs in an insurance setting. The researchers compare ensembles based on YOLOv5 and YOLOv8, focusing on detection accuracy, processing speed, and reducing false…
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