Abstract: A free motion headform (FMH) impact performance prediction device using artificial intelligence includes a data processing processor configured to generate an image by extracting a pre-processed test target image, generated by pre-processing test target design data, using a pre-trained model and generate a pre-processed test target distance value by pre-processing the test target design data. The FMH input performance prediction device also includes a machine learning processor configured to concatenate the image generated by extraction on the basis of the pre-trained model and the pre-processed test target distance value and to predict impact performance using a neural network in which parameters are updated by learning based on an image obtained by pre-processing existing design data and existing impact amount data corresponding to the existing design data. The FMH input performance prediction device further includes an output processor configured to output a value learned by the machine learning processor.

Abstract: A method of displaying an option screen in an image forming apparatus includes determining at least one operation option corresponding each of two or more image forming functions, among image forming functions provided by the image forming apparatus; generating an option screen in which regions for setting the operation options determined with respect to the two or more image forming functions are arranged in a same screen; and displaying the generated option screen through a user interface unit.

Abstract: A method of displaying an option screen in an image forming apparatus includes determining at least one operation option corresponding each of two or more image forming functions, among image forming functions provided by the image forming apparatus; generating an option screen in which regions for setting the operation options determined with respect to the two or more image forming functions are arranged in a same screen; and displaying the generated option screen through a user interface unit.

Abstract: A system to manage printing data using an FTP, the system includes a user terminal device to request a user authorization by transmitting certificate information using the FTP (File Transfer Protocol), and specifying at least one type of operation of storing and printing regarding at least one printing data to upload the printing data; and an image forming device in which the printing data is uploaded from the user terminal device using the FTP to perform the operation regarding the type of operation specified if authorization is granted, wherein the authorization is performed for the user authorization request from the user terminal device. Thus, it is possible to manage data using the existing FTP communication method between a user terminal device and an image forming device.