Sources

Data Sources

• BDD100K: A Diverse Driving Dataset for Heterogeneous Multitask Learning

Model Architecture

• ResNet

Motivating Research

• Usage-Based Insurance and Vehicle Telematics: Insurance Market and Regulatory Implications
• Predicting Driver Attention in Critical Situations
• Detecting Unsigned Physical Road Incidents from Driver-View Images

AWS Services Documentation

• AWS Rekognition User Documentation
• AWS Sagemaker User Documentation