Your License | AI-based Driver Readiness Evaluation System

Project Overview

Developed as a Capstone Project for the Data Science & AI Bootcamp, Your License is an intelligent system designed to evaluate driver readiness through high-precision traffic signal detection.

• Developed an AI system to evaluate driver readiness by detecting traffic signals in real-time.
• Built and trained a YOLO (You Only Look Once) model, sourcing and augmenting data from Roboflow for precise detection of traffic lights and stop signs.
• Leveraged Google Cloud Platform (GCP) for scalable model training and Scikit-Learn for rigorous evaluation of readiness metrics.
• Improved evaluation reliability and ensured alignment with official standards for driver assessment, providing a safer and more standardized testing environment.

Sample Detection: Stop Sign

Real-time detection and classification of a stop sign using the custom-trained YOLO model.

Core Competencies & Skills