Patent ID: 11887461
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:
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, wherein the trained neural network model is trained using a dataset associated with the home environment, by adding one or more layers to the trained 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;
determine, based upon the identified one or more anomalies, the condition associated with the individual in the home environment; and
generate a notification indicating the condition associated with the individual,
wherein the notification comprises a snapshot report indicating the condition associated with the individual and an indication of one or more of: falls, bathing, sleeping, or physical activity level of the individual over a time period.