Patent ID: 11869328
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:
training a neural network model using a dataset associated with a home environment, wherein training the neural network model comprises adding one or more layers, 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;
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 abnormalities or anomalies;
determining that the one or more abnormalities or anomalies indicate one or more atypical behaviors of the individual in the home environment;
identifying a condition associated with the one or more atypical behaviors of the individual; and
generating, to a caregiver of the individual, 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.