Driver Behavior Analysis using Deep Learning

Case Study

Driver Behavior Analysis using Deep Learning

50% improved vehicle, cargo safety with accurate driver behaviour analysis using ML on live cabin camera feeds, reduced insurance premiums with reduced accidents, improved driver performance

Executive Summary

eInfochips helped the client develop a cabin camera-based driver behavior analysis system which could mitigate the vehicle and insurance risks and ensure effective fleet monitoring

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Client

A premier client in North America, manufactures and distributes Safety and Security products to commercial transportation and hauling companies.

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Challenge

The client wanted to utilize cabin camera feeds for edge-GPU based driver behavior analysis for detecting distraction causing behaviors among truck drivers, deriving a scorecard, and taking preventive measures against accidents and subsequent liability.

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