Patent ID: 11958410
Assignee: VELO AI, INC.
Field: Control (Instruments)
Classification: CPC B  G | IPC B  G

Claim 15:
16. A mobility safety system comprising:
a real-time data capturing component to capture data relating to conditions within a traffic environment using at least one of a camera, a radar sensor, a LiDAR sensor, a proximity sensor, an inertial measurement unit (IMU), and a global positioning system (GPS);
a unified trained model to perform operations comprising:
a localization and mapping operation based on real-time data to generate localization and mapping data;
a perception operation based on the real-time data and the localization and mapping data to generate object tracking and range estimation data; and
a prediction operation based on the real-time data, the localization and mapping data, and the object tracking and range estimation data to generate prediction data related to the traffic environment, the unified trained model being trained using at least one of supervised, unsupervised and semi-supervised learning;

at least one processor configured to generate a risk estimation using the unified trained model; and
one or more alert mechanisms to generate a first alert directed at an operator of a mobility platform based on the risk estimation.