A home appliance comprising: a cabinet; an object containing portion disposed in the cabinet for receiving an object to be treated; a door provided on the cabinet for opening and closing the object containing portion; a camera disposed on the cabinet or door to generate image information of the object contained in the object containing portion; a user interface configured to receive treatment information of the object from a user; and a main processor and characterized in that the main processor is configured to obtain a learning result from a learning operation using image information previously acquired using the camera and treatment information previously acquired from user interface; perform augmentation and classification of image information currently acquired using the camera with respect to the learning result to determine that the currently acquired image information matches the previously acquired image information or image information augmented from the previously acquired image information, and thereby to generate and set current treatment information corresponding to the matched image information; and control the home appliance to treat the object based on the set current treatment information, wherein the learning operation is configured to increase a number of combinations of a plurality of mutually-distinguished image information and treatment information corresponding to the plurality of mutually-distinguished image information respectively, wherein the learning operation includes determining presence or absence of a learning result corresponding to the currently acquired image information, wherein upon determination that the corresponding learning result is absent, a forced learning operation is performed to match treatment information input by the user with the currently acquired image information, and wherein the image information is an input parameter for the learning operation, and the treatment information is an output parameter from the learning operation. a cabinet; an object containing portion disposed in the cabinet for receiving an object to be treated; a door provided on the cabinet for opening and closing the object containing portion; a camera disposed on the cabinet or door to generate image information of the object contained in the object containing portion; a user interface configured to receive treatment information of the object from a user; and a main processor and characterized in that the main processor is configured to obtain a learning result from a learning operation using image information previously acquired using the camera and treatment information previously acquired from user interface; perform augmentation and classification of image information currently acquired using the camera with respect to the learning result to determine that the currently acquired image information matches the previously acquired image information or image information augmented from the previously acquired image information, and thereby to generate and set current treatment information corresponding to the matched image information; and control the home appliance to treat the object based on the set current treatment information, wherein the learning operation is configured to increase a number of combinations of a plurality of mutually-distinguished image information and treatment information corresponding to the plurality of mutually-distinguished image information respectively, wherein the learning operation includes determining presence or absence of a learning result corresponding to the currently acquired image information, wherein upon determination that the corresponding learning result is absent, a forced learning operation is performed to match treatment information input by the user with the currently acquired image information, and wherein the image information is an input parameter for the learning operation, and the treatment information is an output parameter from the learning operation. obtain a learning result from a learning operation using image information previously acquired using the camera and treatment information previously acquired from user interface; perform augmentation and classification of image information currently acquired using the camera with respect to the learning result to determine that the currently acquired image information matches the previously acquired image information or image information augmented from the previously acquired image information, and thereby to generate and set current treatment information corresponding to the matched image information; and control the home appliance to treat the object based on the set current treatment information, wherein the learning operation is configured to increase a number of combinations of a plurality of mutually-distinguished image information and treatment information corresponding to the plurality of mutually-distinguished image information respectively, wherein the learning operation includes determining presence or absence of a learning result corresponding to the currently acquired image information, wherein upon determination that the corresponding learning result is absent, a forced learning operation is performed to match treatment information input by the user with the currently acquired image information, and wherein the image information is an input parameter for the learning operation, and the treatment information is an output parameter from the learning operation.