Abstract: A computing device obtains first metadata information related to a plurality of items of content and content viewing history information related to a user, generates a first feature vector for the user based on second metadata information related to at least one item of content viewed by the user in the content viewing history information related to the user, generates a plurality of second feature vectors, each of the plurality of second feature vectors corresponding to one of the plurality of items of content based on the first metadata information related to the plurality of items of content, and generate a recommendation including at least one item of content to the user, among the plurality of items of content, based on a result of a comparison between first feature vector for the user and the plurality of second feature vectors of the plurality of items of content.

Abstract: The electronic device includes a memory storing one or more instructions, and a processor configured to execute the one or more instructions to: receive a selection of a location of a synthesis region in an input image, obtain a target object image to be located in the synthesis region of the input image, by using at least one object detected in the input image, generate a composite image by combining the input image with the target object image, and control a display of the electronic device to display the composite image.

Abstract: An image generating apparatus includes: a display outputting an image; a memory storing one or more instructions; and a processor. The processor is configured to execute the one or more instructions to detect an object in an image including a plurality of frames, provide a plurality of candidate boundaries for masking the detected object, identify an optimal boundary by assessing the provided plurality of candidate boundaries, and generate a partial moving image with the object moving by using the optimal boundary.

Abstract: Provided are an electronic device and an operation method thereof. The electronic device may include a memory storing one or more instructions, and a processor configured to execute the one or more instructions stored in the memory to: analyze a meaning of a speech section in audio data included in a content being played on the electronic device, based on an analysis result of the speech section, identify, from among a plurality of image frames included in the content, an image candidate section for generating a highlight image, analyze an object included in an image frame corresponding to the image candidate section, and identify a target section for generating the highlight image based on an analysis result of the image candidate section.

Abstract: Provided are an artificial intelligence (AI) system that simulates functions of a human brain such as recognition and judgment by utilizing a machine learning algorithm such as deep learning, etc. and an application of the AI system. A computing apparatus is disclosed. A computing apparatus comprises a memory storing instructions and a processor executing the instructions in the memory to obtain a keyword corresponding to a broadcast channel from a speech signal included in a broadcast signal received through the broadcast channel, determine a relation between genre information of the broadcast channel obtained from metadata about the broadcast channel and the obtained keyword and determine a genre of the broadcast channel based on the genre information obtained from the metadata or by analyzing an image signal included in the broadcast signal, according to the determined relation.

Abstract: The electronic device includes a memory storing one or more instructions, and a processor configured to execute the one or more instructions to: receive a selection of a location of a synthesis region in an input image, obtain a target object image to be located in the synthesis region of the input image, by using at least one object detected in the input image, generate a composite image by combining the input image with the target object image, and control a display of the electronic device to display the composite image.

Abstract: An image generating apparatus includes: a display outputting an image; a memory storing one or more instructions; and a processor. The processor is configured to execute the one or more instructions to detect an object in an image including a plurality of frames, provide a plurality of candidate boundaries for masking the detected object, identify an optimal boundary by assessing the provided plurality of candidate boundaries, and generate a partial moving image with the object moving by using the optimal boundary.

Abstract: Provided are an electronic device and an operation method thereof. The electronic device may include a memory storing one or more instructions, and a processor configured to execute the one or more instructions stored in the memory to: analyze a meaning of a speech section in audio data included in a content being played on the electronic device, based on an analysis result of the speech section, identify, from among a plurality of image frames included in the content, an image candidate section for generating a highlight image, analyze an object included in an image frame corresponding to the image candidate section, and identify a target section for generating the highlight image based on an analysis result of the image candidate section.