Patent ID: 11869328
Assignee: STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY
Field: Control (Instruments)
Classification: CPC G | IPC G

Claim 7:
8. A computer system for identifying a condition associated with an individual in a home environment, comprising:
one or more sensors associated with the home environment;
one or more processors configured to interface with the one or more sensors; and
one or more memories storing instructions that, when executed by the one or more processors, cause the computer system to:
train a neural network model using a dataset associated with a home environment and add one or more layers to the neural network model, wherein at least one layer of the one or more layers is associated with at least one selected from a group consisting of an activation function, a loss function, and an optimization function;
capture data detected by the one or more sensors;
analyze the captured data using the trained neural network model to identify one or more abnormalities or anomalies;
determine that the one or more abnormalities or anomalies indicate one or more atypical behaviors of the individual in the home environment;
identify a condition associated with the one or more atypical behaviors of the individual; and
generate a notification indicating the condition associated with the individual, wherein the notification comprises a snapshot report generated periodically and the snapshot report includes an indication of the condition associated with the individual and a change from a prior snapshot report.