Display apparatus, server and control method for applying transfer style to images using artificial intelligence
Disclosed is a display apparatus displays a first image selected based on a user input, obtains, from a server, a second image having a transfer style, the transfer style preferred by a user from among a plurality of transfer styles, and displays the second image.
1. A server comprising:
a communicator; and
a processor configured to:
receive information about a first image selected by a user from a display apparatus,
convert the first image to a plurality of second images with a plurality of transfer styles according to the information about the first image,
identify a plurality of user preferences to the plurality of second images inferred by an artificial intelligence (AI) model, wherein the AI model has learned the plurality of user preferences scored by users for a plurality of third images according to characteristics of the plurality of third images,
identify a second image with a first transfer style having a highest score of user preference among the identified plurality of user preferences based on a characteristic of the first image, and
transmit the second image having the first transfer style to the display apparatus,
wherein the processor is further configured to:
identify at least one first characteristic of the first transfer style and a second characteristic of a second transfer style, the second characteristic of the second transfer style having a higher user preference than the at least one first characteristic of the first transfer style, and
based on the second transfer style, modify the at least one first characteristic of the first transfer style to improve a user preference of the first transfer style.
2. The server according to claim 1 , wherein the processor is further configured to identify a category of the first image, and identify the first transfer style corresponding to the category of the first image.
3. The server according to claim 1 , wherein the processor is further configured to obtain information about a favorite style information of the user, and identify the first transfer style based on the information about a favorite style of the user.
4. A display apparatus comprising:
a display;
a storage;
a communicator; and
a processor configured to:
control to store in the storage a list of transfer styles, by which at least one characteristic of an image is differently converted, received from a server through the communicator,
control the display to display a first image selected based on a user input,
convert the first image to a plurality of second images with a plurality of transfer styles according to information about the first image,
identify a plurality of user preferences to the plurality of second images inferred by an artificial intelligence (AI) model, wherein the AI model has learned the plurality of user preferences scored by users for a plurality of third images according to characteristics of the plurality of third images,
identify a second image with a first transfer style having a highest score of user preference among the identified plurality of user preferences based on a characteristic of the first image,
generate the second image by converting the characteristic of the first image, based on the list of transfer styles, and
control the display to display the second image,
wherein the processor is further configured to:
identify at least one first characteristic of the first transfer style and a second characteristic of a second transfer style, the second characteristic of the second transfer style having a higher user preference than the at least one first characteristic of the first transfer style, and
based on the second transfer style, modify the at least one first characteristic of the first transfer style to improve a user preference of the first transfer style.
5. The display apparatus according to claim 4 , wherein the processor is further configured to obtain the second image from the server through the communicator and control the display to display the second image, based on a second user input for requesting another transfer style.
6. The display apparatus according to claim 5 , wherein the processor is further configured to add a selected transfer style to the list of transfer styles, based on a third user input for selecting the second image having the selected transfer style.