Abstract: A character recognition method, a model training method, a related apparatus and an electronic device are provided. The specific solution is: obtaining a target picture; performing feature encoding on the target picture to obtain a visual feature of the target picture; performing feature mapping on the visual feature to obtain a first target feature of the target picture, where the first target feature is a feature that has a matching space with a feature of character semantic information of the target picture; inputting the first target feature into a character recognition model for character recognition to obtain a first character recognition result of the target picture.

Abstract: A computer-implemented method includes: acquiring training data, the training data includes training images for a preset vertical type, and the training images include a first training image containing real data of the preset vertical type and a second training image containing virtual data of the preset vertical type ; building a basic model, the basic model includes a deep learning network, and the deep learning network is configured to recognize the training images to extract text data in the training image; and training the basic model by using the training data to obtain the image recognition model.

Abstract: Provided are an image classification method and apparatus, an electronic device and a storage medium, relating to the field of artificial intelligence and, in particular, to computer vision and deep learning. The method includes inputting a to-be-classified document image into a pretrained neural network and obtaining a feature submap of each text box of the to-be-classified document image by use of the neural network; inputting the feature submap of each text box, a semantic feature corresponding to preobtained text information of each text box and a position feature corresponding to preobtained position information of each text box into a pretrained multimodal feature fusion model and fusing, by use of the multimodal feature fusion model, the three into a multimodal feature corresponding to each text box; and classifying the to-be-classified document image based on the multimodal feature corresponding to each text box.

Abstract: An electronic device and a method for controlling a decorative member lens are provided. The electronic device includes a camera component, a decorative member, a decorative member lens and a driving mechanism. The camera component includes a motor and a lens. The motor is configured to drive the lens to move. The decorative member is provided relative to the camera component. The decorative member lens is mounted on the decorative member. The decorative member lens is spaced from the lens. The driving mechanism is coupled to the decorative member lens. The driving mechanism is configured to drive the decorative member lens to move away from or towards the lens.

Abstract: A text recognition method includes: acquiring an image including text information, the text information including M characters, M being a positive integer greater than 1; performing text recognition on the image to acquire character information about the M characters; recognizing reading direction information about each character in accordance with the character information about the M characters, the reading direction information being used to indicate a next character corresponding to a current character in a semantic reading order; and ranking the M characters in accordance with the reading direction information about the M characters to acquire a text recognition result of the text information.

Abstract: An electronic device and a method for controlling a decorative member lens are provided. The electronic device includes a camera component, a decorative member, a decorative member lens and a driving mechanism. The camera component includes a motor and a lens. The motor is configured to drive the lens to move. The decorative member is provided relative to the camera component. The decorative member lens is mounted on the decorative member. The decorative member lens is spaced from the lens. The driving mechanism is coupled to the decorative member lens. The driving mechanism is configured to drive the decorative member lens to move away from or towards the lens.

Abstract: A casing having a light guide structure and an electronic device having the light guide structure are provided. The light guide structure includes a transparent decorative member and a light guide film which are attached together. At least one light entrance is provided on the light guide film for guiding light emitted by a light-emitting source into the light guide film. Screen printing processing is performed on a first surface of the transparent decorative member attached to the light guide film, so that the light entering at the light entrance of the light guide film uniformly exits from the transparent decorative member.

Abstract: The present disclosure discloses a method, apparatus and device for recognizing a bill, and a storage medium. The method comprises: acquiring a bill image; inputting the bill image into a feature extraction network layer of a pre-trained bill recognition model, to obtain a bill key field feature map and a bill key field value feature map of the bill image; inputting the bill key field feature map into a first head network layer of the bill recognition model, to obtain a bill key field; processing the bill key field value feature map by a second head network layer of the bill recognition model, to obtain a bill key field value, the feature extraction network layer being respectively connected with the first head network layer and the second head network layer; and generating structured information of the bill image based on the bill key field and the bill key field value.

Abstract: A method and apparatus for processing an image, a device and a storage medium are provided. An implementation of the method includes: acquiring a template image, the template image including at least one region of interest; determining a first feature map corresponding to each region of interest in the template image; acquiring a target image; determining a second feature map of the target image; and determining at least one region of interest in the target image according to the first feature map and the second feature map.

Abstract: The disclosure provides a method and a device for processing information, an electronic device, and a storage medium, belonging to a field of artificial intelligence including computer vision, deep learning, and natural language processing. In the method, the computing device recognizes multiple text items in the image. The computing device classifies multiple text items into a first set of name text items and a second set of content text items based on semantics of the text items. The computing device performs a matching operation between the first set and the second set based on a layout of the text items in the image, and determines matched name-content text items. The matched name-content text items include a name text item in the first set and a content text item matching the name text item and in the second set. The computing device outputs the matched name-content text items.

Abstract: A method, an electronic device and a storage medium for expression driving are disclosed. The method may include: performing facial key point detection on a driven character in a first image to obtain a first facial key point sequence; performing the following processing for each second image of a plurality of second images obtained successively: performing facial key point detection on a driving character in the second image to obtain a second facial key point sequence; obtaining a difference between the second facial key point sequence and an expressionless key point sequence which has been determined previously according to an analysis on the second facial key point sequence for a previous second image, and performing expression drive rendering on the driven character based on the difference and the first facial key point sequence. The technical solution may enhance flexibility, interactivity, accuracy etc.

Abstract: The present disclosure provides a video blending method, apparatus, electronic device and readable storage medium, and relates to computer vision technologies.

Abstract: Embodiments of the present disclosure provide a method for training a face fusion model and an electronic device. The method includes: performing a first face changing process on a user image and a template image to generate a reference template image; adjusting poses of facial features of the template image based on the reference template image to generate a first input image; performing a second face changing process on the template image to generate a second input image; inputting the first input image and the second input image into a generator of an initial face fusion model to generate a fused face area image; and inputting the fused image and the template image into a discriminator of the initial face fusion model to obtain a result, and performing backpropagation correction on the initial face fusion model based on the result to generate a face fusion model.

Abstract: A method, an electronic device and a storage medium for expression driving are disclosed. The method may include: performing facial key point detection on a driven character in a first image to obtain a first facial key point sequence; performing the following processing for each second image of a plurality of second images obtained successively: performing facial key point detection on a driving character in the second image to obtain a second facial key point sequence; obtaining a difference between the second facial key point sequence and an expressionless key point sequence which has been determined previously according to an analysis on the second facial key point sequence for a previous second image, and performing expression drive rendering on the driven character based on the difference and the first facial key point sequence. The technical solution may enhance flexibility, interactivity, accuracy etc.

Abstract: A camera bracket, a camera assembly, and a terminal are provided. The camera bracket includes a bracket body portion, where the bracket body portion includes at least four mounting portions. At least one of the mounting portions is provided with a platform portion on its sidewall. The platform portion is perpendicular to its corresponding sidewall, and the platform portion is stepped with the corresponding sidewall. A plurality of camera modules are arranged on one bracket body portion which may be used to arrange a plurality of camera modules at the same time.

Abstract: An electronic device and a method for controlling a decorative member lens are provided. The electronic device includes a camera component, a decorative member, a decorative member lens and a driving mechanism. The camera component includes a motor and a lens. The motor is configured to drive the lens to move. The decorative member is provided relative to the camera component. The decorative member lens is mounted on the decorative member. The decorative member lens is spaced from the lens. The driving mechanism is coupled to the decorative member lens. The driving mechanism is configured to drive the decorative member lens to move away from or towards the lens.

Abstract: A casing having a light guide structure and an electronic device having the light guide structure are provided. The light guide structure includes a transparent decorative member and a light guide film which are attached together. At least one light entrance is provided on the light guide film for guiding light emitted by a light-emitting source into the light guide film. Screen printing processing is performed on a first surface of the transparent decorative member attached to the light guide film, so that the light entering at the light entrance of the light guide film uniformly exits from the transparent decorative member.

Abstract: Disclosed is a card socket component, including a housing, a bearing plate, a cover, an elastic component and a card holder containing a tray and a baffle. The housing has a sliding groove and a through hole, a protrusion is disposed at an end of the sliding groove. The cover and the bearing plate define a receiving space directly facing the through hole. The elastic component is disposed in the receiving space and is configured to provide an opposite elastic force for the tray when the tray arrives at a bottom of the receiving space. A groove is provided on an end side surface of the baffle. When the baffle is at a first staying position, the protrusion is located outside the groove. When the baffle is at a second staying position, the protrusion is received in the groove. Also disclosed is an electronic device.

Abstract: A card socket component for an electronic device includes a housing, a bearing plate fixed in the housing, a card holder, and an elastic component. The housing has a through hole. The card holder has a tray and a baffle connected to the tray. The tray passes through the through hole of the housing, and is slidably connected to the bearing plate. The elastic component includes an elastic member and a lever. The elastic member is elastically disposed on the bearing plate in a sliding direction of the card holder. The lever is rotatably connected to the bearing plate, a first end of the lever abuts against the elastic member, and a second end of the lever is able to abut against the tray. Also provided is an electronic device.

Abstract: A card socket component for an electronic device includes a housing, a bearing plate fixed in the housing, a card holder, and an elastic component. The housing has a through hole. The card holder has a tray and a baffle connected to the tray. The tray passes through the through hole of the housing, and is slidably connected to the bearing plate. The elastic component includes an elastic member and a lever. The elastic member is elastically disposed on the bearing plate in a sliding direction of the card holder. The lever is rotatably connected to the bearing plate, a first end of the lever abuts against the elastic member, and a second end of the lever is able to abut against the tray. Also provided is an electronic device.