METHOD AND DEVICE FOR PROCESSING IMAGE, METHOD FOR TRAINING IMAGE PROCESSING MODEL, AND STORAGE MEDIUM

    公开(公告)号:US20230069654A1

    公开(公告)日:2023-03-02

    申请号:US17774610

    申请日:2021-05-14

    Abstract: An image processing method and an image processing model training method and device. The image processing method comprises: obtaining a first original image to be processed (S101), and downsampling and blurring said first original image according to a configured downsampling processing algorithm and blur parameter to obtain a degraded image (S102). In the method, a new photo can be downsampled and blurred to obtain the degraded image similar to an old photo, and a good training sample is provided for the application of machine learning in the old photo restoration technology. An image processing model applied in the old photo restoration technology is trained on the basis of the training sample, so as to obtain the image processing model having stronger restoration capability, and when the old photo is restored by using the image processing model, the restoration efficiency is higher, and the restoration effect is better.

    Display Substrate and Preparation Method Thereof, and Display Apparatus

    公开(公告)号:US20220320078A1

    公开(公告)日:2022-10-06

    申请号:US17424900

    申请日:2020-10-28

    Abstract: Provided is a display substrate including a substrate, wherein the substrate includes a display region and a peripheral region located at the periphery of the display region. A GOA circuit, a first common electrode lead, a first capacitor and at least one first ESD unit are provided in the peripheral region. The GOA circuit includes a plurality of GOA units and STV signal lines electrically connected to at least one GOA unit. The first common electrode lead is connected to the STV signal line through at least one first ESD unit. A first capacitor electrode of the first capacitor is connected to the STV signal line, and a second capacitor electrode of the first capacitor is connected to the first common electrode lead.

    IMAGE RECOGNITION METHOD AND APPARATUS
    14.
    发明申请

    公开(公告)号:US20200334457A1

    公开(公告)日:2020-10-22

    申请号:US16542597

    申请日:2019-08-16

    Abstract: This disclosure proposes an image recognition method and apparatus. The method comprises: obtaining an image to be recognized; inputting the image into a first preset block of a residual neural network, to obtain a first image feature corresponding to the image; inputting the first image feature into a second preset block of the residual neural network, an attention model, a first convolution layer, and a pooling layer arranged in this order, to obtain first label information corresponding to the image, which has a label correlation representation; inputting the first image feature into a second convolution layer and a bidirectional neural network arranged in this order, to obtain second label information corresponding to the image, which has a label correlation representation; and determining label information corresponding to the image in accordance with the first label information and the second label information.

    ARRAY SUBSTRATE, MANUFACTURING METHOD AND DISPLAY DEVICE

    公开(公告)号:US20250077030A1

    公开(公告)日:2025-03-06

    申请号:US18579896

    申请日:2022-10-31

    Abstract: An array substrate, a manufacturing method and a display device. The array substrate includes: a base substrate; a plurality of gate lines and a plurality of data lines; a plurality of touch signal lines; a plurality of touch electrodes; a plurality of pixel electrodes; and an insulation layer. The touch signal line and a transparent conductive layer where the pixel electrode is located are arranged at a side of the insulation layer away from a transparent conductive layer where the touch electrode is located, an orthogonal projection of the pixel electrode onto the base substrate is separated from an orthogonal projection of the touch signal line onto the base substrate to be insulated from each other, and each touch electrode is coupled to at least one touch signal line through a via hole in the insulation layer.

    DISPLAY SUBSTRATE, DISPLAY PANEL AND DISPLAY APPARATUS

    公开(公告)号:US20230154935A1

    公开(公告)日:2023-05-18

    申请号:US18098773

    申请日:2023-01-19

    CPC classification number: H01L27/124 H01L27/1248

    Abstract: The present disclosure provides a display substrate, a display panel and a display apparatus, belonging to the field of display technology. The display substrate includes a base, a plurality of common electrodes and a plurality of common electrode lines, the common electrodes are distributed on the base in an array, the common electrode lines extend along a row direction, and each common electrode line is connected to a corresponding row of common electrodes. The common electrode line is connected to the common electrode through a conductive connection portion, and the conductive connection portion includes conductive structures stacked on top of one another in a plurality of layers. The display substrate can reduce the resistance between the common electrode and the common electrode line, thereby reducing the voltage difference between the common electrodes in the display substrate and improving the uniformity of the common voltage therein.

    ARRAY SUBSTRATE, DISPLAY PANEL, AND DISPLAY DEVICE

    公开(公告)号:US20220278138A1

    公开(公告)日:2022-09-01

    申请号:US17515246

    申请日:2021-10-29

    Abstract: The present disclosure provides an array substrate, a display panel, and a display device. The array substrate includes: a substrate; and a first conductive structure, an interlayer insulation layer, and a second conductive structure sequentially disposed on the substrate. The first conductive structure has a first connection portion, the second conductive structure has a second connection portion, and the first connection portion is electrically coupled to the second connection portion through a via penetrating through the interlayer insulation layer. At least one of the first connection portion and the second connection portion is provided with an opening, and an orthographic projection of the opening on the substrate does not overlap an orthographic projection of the via on the substrate.

    NEURAL NETWORK FOR IMAGE MULTI-LABEL IDENTIFICATION, RELATED METHOD, MEDIUM AND DEVICE

    公开(公告)号:US20200210773A1

    公开(公告)日:2020-07-02

    申请号:US16551278

    申请日:2019-08-26

    Abstract: A neural network includes: a convolutional network; a multi-feature-layer merging network configured to merge feature maps output by a high-order convolutional layer and a low-order convolutional layer; a spatial regularization network configured to receive the merged feature map; a first content label full connection layer configured to receive a feature map and output a first prediction probability of a content label; a second content label full connection layer configured to receive an N-th order feature map and output a second prediction probability of the content label, the first prediction probability and the second prediction probability of the content label are summed and averaged to obtain a prediction probability; a theme label full connection layer configured to receive the N-th order feature map and output a prediction probability; and a category label full connection layer configured to output a prediction probability of a category label, where 1

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