Method and apparatus for providing virtual clothing wearing service based on deep-learning

A terminal, comprising:

• a communicator configured to transmit a user image and a clothing image for virtual wearing;
• at least one processor configured to provide a virtual wearing image of virtually dressing a cloth, included in the clothing image, to a user, included in the user image, using a virtual clothing wearing service request program;
• and
• a memory configured to store the virtual clothing wearing service request program that, if executed by the at least one processor, configure the at least one processor to:
• select the user image and the clothing image for virtual wearing,
• transmit the selected user image and the selected clothing image using the communicator, and
• receive a virtual wearing person image generated by a virtual clothing wearing server based on deep-learning through the communicator,
• wherein the virtual clothing wearing server based on the deep-learning includes a first deep-learning model and a second deep-learning model, the first deep-learning model is configured to generate an image of a transformed virtual wearing clothing by transforming the clothing image in accordance with a body of the user included in the user image, and the second deep-learning model is configured to generate the virtual wearing person image by dressing the transformed virtual wearing clothing, generated by the first deep-learning model, on the body of the user included in the user image.

A method for providing a virtual clothing wearing service by a virtual clothing wearing server based on deep-learning, the method comprising:

• obtaining a user image and a clothing image for virtual wearing;
• inputting the user image and the clothing image to a first deep-learning model;
• outputting, by the first deep-learning model, an image of a transformed virtual wearing clothing which is transformed in accordance with a body of the user included in the user image by the first deep-learning model;
• inputting the user image and the image of the transformed virtual wearing clothing to the second deep-learning model;
• and
• outputting, by the second deep-learning model, a virtual wearing person image by dressing the transformed virtual wearing clothing, outputted by the first deep-learning model, on the body of the user included in the user image.