METHOD AND SYSTEM FOR EXTRACTING SENTIMENTS OR MOOD FROM ART IMAGES

    公开(公告)号:US20230022364A1

    公开(公告)日:2023-01-26

    申请号:US17873994

    申请日:2022-07-26

    Abstract: A method for extracting sentiments or mood from art images includes: receiving at least one of the art images as an input image; preprocessing the input image; extracting features from the preprocessed input image, the extracting including predicting a color label corresponding to a dominant perceptual color detected from the preprocessed input image a dominant subject from the preprocessed input image, detecting low-level image features from the preprocessed input image, and extracting mood feature information based on a description information included in the input image; classifying the extracted features into a plurality of mood/sentiments classes, using an artificial neural network; and predicting at least one of a mood or a sentiment that is present in the input image based on the dominant perceptual color and the plurality of mood/sentiments classes.

    METHOD AND SYSTEM FOR MANAGING MEMORY ASSOCIATED WITH A PERIPHERAL COMPONENT INTERCONNECT EXPRESS (PCIE) SOLID-STATE DRIVE (SSD)

    公开(公告)号:US20230384934A1

    公开(公告)日:2023-11-30

    申请号:US17867742

    申请日:2022-07-19

    CPC classification number: G06F3/061 G06F3/0655 G06F3/0679

    Abstract: A method for managing a memory associated with PCIe SSD including: generating memory pools of equal size from a predefined size of contiguous physical memory, each of the memory pools manages a memory request of different size and is associated with a respective predefined size of memory request; dividing each of the memory pools into first set of memory pages, each having a size equal to maximum size among the predefined size of the memory request associated with the respective memory pool; dividing each of the first set of memory pages into second set of memory pages, each having a size equal to the predefined size of the memory request associated with respective memory pool; and managing the contiguous physical memory by allocating a memory page from the second set of memory pages fora memory request corresponding to the size of the second set of memory pages.

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