Patent ID: 11887461
Assignee: STATE FARM MUTUAL AUTOMOBILE INSURANCE COMPANY
Field: Control (Instruments)
Classification: CPC G | IPC G

Claim 14:
15. A non-transitory computer-readable storage medium having stored thereon a set of instructions, executable by a processor, for identifying a condition associated with an individual in a home environment, the set of instructions comprising instructions for:
obtaining data captured by a plurality of sensors associated with the home environment;
analyzing the captured data using the trained neural network model to identify one or more 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;
determining, based upon the identified one or more anomalies, the condition associated with the individual in the home environment; and
generating, to a caregiver of the individual, 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.