The present disclosure relates to systems, methods, and non-transitory computer-readable media that utilize a neural network having a long short-term memory encoder-decoder architecture to progressively modify a digital image in accordance with a natural language request. For example, in one or more embodiments, the disclosed systems utilize a language-to-operation decoding cell of a language-to-operation neural network to sequentially determine one or more image-modification operations to perform to modify a digital image in accordance with a natural language request. In some cases, the decoding cell determines an image-modification operation to perform partly based on the previously used image-modification operations. The disclosed systems further utilize the decoding cell to determine one or more operation parameters for each selected image-modification operation. The disclosed systems utilize the image-modification operation(s) and operation parameter(s) to modify the digital image (e.g., by generating one or more modified digital images) via the decoding cell.

A display control device includes a display section and a display controller. The display controller controls the display section so as to cause the display section to display a first image and a second image. The first image is displayed in an upper layer for the second image. The first image represents a category item. The second image represents a setting item belonging to the category item. The display controller controls the display section so as to cause the display section to display a predetermined image in the first image according to the setting item that has been entered.

Embodiments of the disclosure provide a method capable of executing all print jobs stored in an image processing apparatus and associated with a user without troubling the user. A button capable of executing all print jobs associated with a login user is displayed on a display unit of the image processing apparatus.

The printing device registers setting information pertaining to printing and sends identification information of the registered setting information registered to an information processing device in response to an obtainment request from the information processing device. When a print job including the identification information is received from the information processing device, the printing device executes the print job having applied the setting information corresponding to the identification information to print settings of the print job.

An image forming apparatus capable of transmitting paper attribute information set during job interruption. The image forming apparatus, which has an image forming device and a paper feeding part storing paper and is communicable with a management server, holds paper attribute information in association with the paper feeding part, executes an image forming job that causes the image forming device to perform a series of image forming using the paper stored in the paper feeding part, generates an execution log of the image forming job based on the attribute information, and when the attribute information corresponding to the paper feeding part is changed during the execution of the image forming job, generates an execution log including the attribute information before/after the change and transmits the generated execution log to the management server.

A production system includes a memory containing instructions, and a processor that executes the instructions to execute a quality verification process corresponding to identification information assigned to a print job, determine whether or not a condition corresponding to the identification information assigned to the print job is met, in a case it is determined that the condition is not met, execute an adjustment process for meeting the condition, and execute the print job in a case the adjustment process has been completed or in a case it is determined that the condition is met.

An operating method of an image forming apparatus includes: receiving an input to select a selective eco mode which selectively applies an eco mode during an image forming job of a document; obtaining at least one area to be excluded from application of the eco mode from a preview of the document according to execution of the selective eco mode; generating a mask in which an area corresponding to at least one area of the document is set in an array corresponding to a preview image of the document, based on information about the at least one area of the document; and outputting the document to which the selective eco mode is applied based on the mask.

An image processing device includes a display, an input section, a print section that executes printing by using a consumption material, and a controller, in which the controller calculates an index value of an index relating to the consumption material consumed by the print section to display the index and the index value by the display, displays a setting item relating to the index by the display, when input indicating that the index is selected is detected by the input section, and controls the print section to execute printing based on setting of the setting item, when input indicating that the setting item is set is detected by the input section.

An image processing apparatus includes a storage that stores a setting value pertaining to execution of a job, a job executor that can execute the job based on the setting value, and a controller that controls the job executor on a basis of the setting value read from the storage. When reading the setting value, if a specific setting value is changed from an initial value, the controller restricts application of the specific setting value.

When first print data and second print data are selected as a target of collective printing and when a first print setting applied to printing of the first print data and a second print setting applied to printing of the second print data are inconsistent with each other, a printing apparatus provides a user with a first procedure for making the first print setting and the second print setting consistent with each other, and when the first print setting and the second print setting are consistent with each other, the printing apparatus performs collective printing of the first print data and the second print data.