How AI is Making Driving Safer and Smarter

At a recent tech event, NEC showcased a groundbreaking tool that could redefine driving habits.

Transforming Dashcam Footage into Insightful Conversations

• AI Driving Diagnosis System:
• Converts dashcam footage into a detailed analysis of driving behavior.
• Combines video recognition AI and large language models (LLMs).
• Identifies patterns and explains them in natural language.

How It Works

• Simulator Testing:
• Analyzes speed, acceleration, and GPS data.
• Generates reports on abrupt braking, smooth turns, etc.

• Reports can be shared with insurers, fleet managers, and transport agencies.

• Technology Breakdown:
• Uses over 100 visual recognition engines.
• Detects objects, tracks motion, and understands the environment.
• Stores data in a special database for accurate explanations.

Challenges and Solutions

• Key Challenges:
• Understanding user intent.
• Comprehending complex visual context.

• Generating accurate explanations.

• Solutions:
• Utilized LLMs for clear, concise summaries.
• Example feedback: "Your deceleration before intersections is abrupt; easing off earlier would improve safety and fuel efficiency."

Broader Applications

• Potential Uses:
• Local governments: Monitor public transport fleets.
• Logistics companies: Track delivery trucks.

• Insurance providers: Integrate AI assessments into products.

• Security and Privacy:
• Designed to handle sensitive data securely.
• Maintains privacy standards.

Why It Matters

• Beyond Numbers and Alerts:
• Understands context and explains cause and effect in natural language.
• Turns data into coaching for safer driving habits.
• Offers smarter feedback for insurers and objective metrics for fleet managers.

Future Implications

• Safe-Mobility Ecosystem:
• Combines computer vision, network optimization, and generative AI.

• Evaluates driving behavior, predicts safe routes, and explains changes.

• Potential Impact:
• Trials with insurance and fleet partners could lead to intelligent feedback sessions.
• Every drive could become a learning experience.