AI based Car Damage Assessment
SenSight's AI team has developed an automatic car damage assessment solution that automatically identifies the location and severity of a damage to a car based on its photos. Solution uses machine vision and deep learning techniques to automate the task of visual inspection and classification of a damage.
Solution is highly useful for Auto Insurance companies in reducing cost related to manual inspection of damaged cars, quicker verification and settlement of claims. Combined with AutoWiz Telematics based Usage Based Insurance and Automatic Crash detection solutions, SenSight offers a suite of Auto Insurtech solutions helping Auto Insurers in driving new Usage Based Insurance products, reduce fraud and increase efficiencies in the Claim Processing space. Solution is also useful for car rental and leasing companies to periodically inspect and asses the condition of car. For Used Car platforms, the solution helps in determining the external car condition and assessing its value. In combination with AutoWiz OBD based Car Inspection, our Car Damage Assesment can automate and improve the process of Car condition assesment for various use cases.
Powerful automatic classification
Based on a short video or series of photos of the car captured via smartphone cameras, our Automatic Car Damage Assessment solution classifies the location, type and severity of damage to a car in few seconds.
- Severity of damage is classified into minor, medium or major classes
- Type of damage includes scratch, dent, glass damage or any other damage
- Location of damage classifies front, rear or side damage
- In combination, these help in automatic validation of claim amount with respect to the damage and identify cases that require further investigation or manual inspection.
Deep Learning Techniques with increasing accuracy
Our team deployed advanced machine learning and deep learning techniques to train our solution for different damage scenarios over tens of thousands of correctly classified images. This has led to our expert system having an accuracy of close to 90% and improving in correctly classifiying the damage.
Useful for various Auto Ecosystem players
Besides Auto Insurance players, our Car Damage Assessment Solution is also useful for car rental and leasing companies to periodically inspect and asses the condition of car. For Used Car platforms, the solution helps in determining the external car condition and assessing its value. In combination with AutoWiz OBD based Car Inspection, our Car Damage Assesment can automate and improve the process of Car condition assesment for various use cases.
Browse through some of our recent work in the domains of IoT, AI/ML and Cloud.
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Cross Platform App Design
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Machine Vision based Driving behavior
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Connected Insurance Solution
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IoT, AI and ML
Automatic Car Damage Assessment
AI and ML
NLP Structured Data Extraction
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