Ensemble neural network state machine for detecting distractions

This invention describes a car system that uses artificial intelligence to spot when a driver is distracted or doing something unsafe. It works by taking images from cameras and other car sensors, then running several AI programs together to analyze the driver's head, hands, and actions. The patent specifically focuses on an AI system where different AI models are arranged in layers, with some models in a first layer and others in a second.

Why it matters: The claims describe a modular ensemble neural network. Since 2021, advancements in edge AI processors and efficient neural network architectures have made deploying and independently tuning such complex, real-time AI systems in vehicles significantly more practical.

Status: Not in forceListed as no longer active. The specific reason is not in the record we hold.
How hard to build: SpecializedComputer vision, AI models, real-time processing

3 AI reinvention directions for this patent

See all three

AI gives you a few directions you could take this. Pick one, and we check whether your version is different enough to patent, then write the filing.

Reinvent this with AI

Where this one came from

Every morning we go through millions of abandoned patents and pick out 15 worth your time. This was one of today’s.

This one

+10