Abstract: Provided are a device and method for providing a notification message related to content. The method includes: recognizing an action related to at least one object in the image content by applying the image content to a first artificial intelligence model for identifying the action of the at least one object; determining target images for identifying the at least one object in the image content; obtaining identification information of the at least one object in the target images by applying the target images to at least one second artificial intelligence model for identifying the at least one object; and generating the notification message describing the image content by applying, to a third artificial intelligence model, an identification value indicating the action and the identification information of the at least one object.

Abstract: A display panel that may reduce a bezel area is provided. In the display panel, a scan driver includes an inverter that inverts a carry signal generated from an input signal to output a scan signal, and the inverter includes a first transistor including a polysilicon semiconductor layer; and a second transistor including an oxide semiconductor layer, disposed to overlap the first transistor in a thickness direction of the display panel, and a gate electrode of the first transistor and a gate electrode of the second transistor, which overlap each other in the thickness direction, are electrically connected to each other to constitute a common gate electrode that receives the carry signal.

Abstract: A display apparatus comprises a light emitting element, a driving transistor connected to the light emitting element, including a first oxide semiconductor layer and a first gate electrode, a switching transistor including a second oxide semiconductor layer and a second gate electrode, a data line supplying a data voltage, a first insulating layer disposed on the first gate electrode and the second gate electrode, and a second insulating layer disposed between the first insulating layer and the data line.

Abstract: A chloride-based solid electrolyte with improved lithium ion conductivity and electrochemical oxidation stability is proposed. The chloride-based solid electrolyte may be represented by Chemical Formula, Li2+aMCl6?bOc, in which some of chloride ions (Cl?) are substituted with oxygen ions (O2?), wherein M denotes metal which is at least one of Zr, Ti, Hf, Fe, or Co, and wherein ?0.5<a+b?2c<0.5 and 0<c<2.

Abstract: An electronic apparatus and a controlling method thereof are provided. The controlling method according to an embodiment includes acquiring contents and storing the contents in a memory, identifying a first section of the contents related to a first behavior by analyzing the stored contents, outputting contents of the identified first section, acquiring a user image captured while the contents of the first section is output, identifying whether the first behavior is completed by analyzing the user image, and based on identifying that the user has completed the first behavior, outputting contents of a second section, the second section being a next section of the first section.

Abstract: A wiper blade assembly comprises a blade having upper and lower major surfaces, a wiper element extending from the lower major surface of the blade, a connector mounted on the upper major surface of the blade, and spoilers extending from opposite sides of the connector. The spoilers and the connector ore configured to positively engage each other. The spoiler includes a slice which will form a tear in the spoiler should the spoiler be moved axially relative to the connector to at least discourage reattachment of the spoiler should the spoiler be removed. The connector is a connector assembly comprising a connector base mountable to the blade of the wiper and an adapter which is separate from the connector base. The adapter is removably mountable to the connector base. Several different adapters are disclosed to allow the wiper assembly to be connected to different types of vehicle wiper arms.

Abstract: A method and electronic device for recognizing a product are provided. The method includes obtaining first feature information and second feature information from an image related to a product, obtaining fusion feature information based on the first feature information and the second feature information by using a main encoder model that reflects a correlation between feature information of different modalities, matching the fusion feature information against a database of the product, and providing information about the product, based on a result of the matching.

Abstract: A method and an electronic device for recognizing text are provided. The method includes detecting positions of pieces of text included in the text in the image, generating cropped images by cropping areas corresponding to the pieces of text in the image, recognizing characters of the pieces of text based on the cropped images, generating a sentence by inputting the positions of the pieces of text and the characters of the pieces of text to a multimodal language model, wherein the multimodal language model is an artificial intelligence (AI) model for inferring an original sentence of the text, and displaying the sentence.

Abstract: The charging inlet assembly may include: a charging inlet provided at a predetermined position of the vehicle; a charging connector detachably coupled to the charging inlet; a supporting plate covering at least a rear surface of the charging inlet; a supporting rod extending from the supporting plate toward the charging inlet and configured to be coupled to the charging inlet; and at least one elastic member elastically connecting the charging inlet and the supporting plate.

Abstract: This application relates to an optical scanner having a mirror self-angle adjustment function, and a mirror angle adjustment method thereof. In one aspect, the optical scanner includes a mirror that reflects light and an electrostatic driver that pivots the mirror. The electrostatic driver includes a fixed electrode part having a plurality of driving electrodes, which are connected to the mirror and arranged in rows, and a plurality of fixed electrodes arranged in rows alternately with the plurality of driving electrodes and pivoting the mirror via an applied driving voltage. The plurality of fixed electrodes include a plurality of main electrodes to which the driving voltage is applied, and a plurality of additional electrodes. The plurality of additional electrodes are electrically isolated from the plurality of main electrodes, and the driving voltage is selectively applied to the plurality of additional electrodes.

Abstract: An electronic apparatus and a controlling method thereof are provided. The controlling method according to an embodiment includes acquiring contents and storing the contents in a memory, identifying a first section of the contents related to a first behavior by analyzing the stored contents, outputting contents of the identified first section, acquiring a user image captured while the contents of the first section is output, identifying whether the first behavior is completed by analyzing the user image, and based on identifying that the user has completed the first behavior, outputting contents of a second section, the second section being a next section of the first section.

Abstract: Provided are a device and method for providing a notification message related to content. The method includes: recognizing an action related to at least one object in the image content by applying the image content to a first artificial intelligence model for identifying the action of the at least one object; determining target images for identifying the at least one object in the image content; obtaining identification information of the at least one object in the target images by applying the target images to at least one second artificial intelligence model for identifying the at least one object; and generating the notification message describing the image content by applying, to a third artificial intelligence model, an identification value indicating the action and the identification information of the at least one object.

Abstract: An electronic apparatus is provided.

Abstract: An electronic apparatus and a controlling method thereof are provided. The controlling method according to an embodiment includes acquiring contents and storing the contents in a memory, identifying a first section of the contents related to a first behavior by analyzing the stored contents, outputting contents of the identified first section, acquiring a user image captured while the contents of the first section is output, identifying whether the first behavior is completed by analyzing the user image, and based on identifying that the user has completed the first behavior, outputting contents of a second section, the second section being a next section of the first section.

Abstract: Provided are an artificial intelligence (AI) system using a machine learning algorithm such as deep learning, and applications thereof. A method, performed by an electronic apparatus, of processing images includes obtaining a plurality of training image sets corresponding to a plurality of types of target objects, wherein training images in the training image sets are labeled with feature points forming a preset structure, generating a first artificial intelligence (AI) model for determining a standard structure based on the labeled feature points, by using the training images in the training image sets, identifying a face in a training image transformed based on the standard structure, and training a second AI model for verifying the first AI model, based on an image regressed from the transformed training image, and the training image before being transformed.

Abstract: An electronic device and a method thereof are provided. The electronic device includes: a memory and a processor configured to: acquire feature data of a plurality of images in a video using a first artificial neural network of a first artificial intelligence model; acquire a plurality of key frames of the video based on the feature data of the plurality of images using a second artificial neural network of the first artificial intelligence model; acquire first feature data of remaining key frames excluding at least one of the plurality of key frames using a first artificial neural network of a second artificial intelligence model; acquire second feature data including information about relationships between the remaining key frames based on the first feature data using a second artificial neural network of the second artificial intelligence model; and acquire texts for the plurality of key frames based on the second feature data.

Abstract: An electronic device and method are provided. The electronic device includes a memory storing at least one instruction, and a processor configured to execute the at least one instruction to: obtain a target keyword and a purpose keyword from user input data; obtain a plurality of pieces of identification information on each of a plurality of purchase products based on the target keyword and the purpose keyword; and obtain a purchase product list by changing at least one piece of identification information among the plurality of pieces of identification information based on information related to a user.

Abstract: A wiper blade assembly comprises a blade having upper and lower major surfaces, a wiper element extending from the lower major surface of the blade, a connector mounted on the upper major surface of the blade, and spoilers extending from opposite sides of the connector. The spoilers and the connector ore configured to positively engage each other. The spoiler includes a slice which will form a tear in the spoiler should the spoiler be moved axially relative to the connector to at least discourage reattachment of the spoiler should the spoiler be removed. The connector is a connector assembly comprising a connector base mountable to the blade of the wiper and an adapter which is separate from the connector base. The adapter is removably mountable to the connector base. Several different adapters are disclosed to allow the wiper assembly to be connected to different types of vehicle wiper arms.

Abstract: The charging inlet assembly may include: a charging inlet provided at a predetermined position of the vehicle; a charging connector detachably coupled to the charging inlet; a supporting plate covering at least a rear surface of the charging inlet; a supporting rod extending from the supporting plate toward the charging inlet and configured to be coupled to the charging inlet; and at least one elastic member elastically connecting the charging inlet and the supporting plate.

Abstract: A wireless power transfer apparatus may include a charging controller configured of generating a current instruction and a voltage instruction for wireless power transfer, a first circuit portion connected to the charging controller and an external power source and configured of converting an electric power supplied from the external power source to corresponding voltage value and corresponding current value according to the voltage instruction and the current instruction, and a primary coil connected to the first circuit portion and configured of generating an induced current in a secondary coil of an electric vehicle to deliver the electric power converted by the first circuit portion to the electric vehicle, wherein the charging controller estimates temperature of the secondary coil by use of the current value applied to the primary coil, and changes the current instruction for determining a current value applied to the primary coil, according to the estimated temperature of the secondary coil.