Electronic apparatus for identifying type of container and controlling method thereof

A controlling method of an electronic apparatus, comprising:

• outputting microwaves into a cavity that is an internal space of the electronic apparatus by controlling a microwave generating device included in the electronic apparatus;
• obtaining a first temperature pattern, based on a plurality of first thermal images obtained through a thermal imaging camera included in the electronic apparatus, based on the microwaves being output;
• obtaining a second temperature pattern, based on a plurality of second thermal images obtained through the thermal imaging camera, based on the microwaves not being output;
• obtaining temperature pattern information comprising information about whether the microwaves are output, the first temperature pattern, and the second temperature pattern;
• identifying a type of a container by inputting the temperature pattern information to a first neural network model;
• and
• outputting a first usage notification regarding the electronic apparatus based on the type of the container.

A non-transitory computer-readable recording medium having instructions recorded thereon, that, when executed by one or more processors, cause the one or more processors to:

• control a microwave generating device to output microwaves into a cavity that is an internal space of an electronic apparatus;
• obtain a first temperature pattern based on a plurality of first thermal images obtained through a thermal imaging camera based on the microwaves not being output;
• obtain a second temperature pattern based on a plurality of second thermal images obtained through the thermal imaging camera based on the microwaves not being output;
• obtain temperature pattern information comprising information about whether the microwaves are output, the first temperature pattern, and the second temperature pattern;
• identify a type of a container by inputting the temperature pattern information to a first neural network model;
• and
• output a first usage notification regarding the electronic apparatus based on the type of the container.