METHOD, APPARATUS AND STORAGE MEDIUM FOR OBJECT ATTRIBUTE CLASSIFICATION MODEL TRAINING

    公开(公告)号:US20230035995A1

    公开(公告)日:2023-02-02

    申请号:US17534222

    申请日:2021-11-23

    申请人: LEMON INC.

    IPC分类号: G06N3/08

    摘要: The present disclosure relates to method, apparatus and storage medium for object attribute classification model training. There proposes a method of training a model for object attribute classification, comprising steps of: acquiring binary class attribute data related to a to-be-classified attribute on which an attribute classification task is to be performed, wherein the binary class attribute data includes data indicating whether the to-be-classified attribute is “Yes” or “No” for each of at least one class label; and pre-training the model for object attribute classification based on the binary class attribute data.

    IMAGE PROCESSING METHOD, IMAGE PROCESSING DEVICE AND COMPUTER READABLE MEDIUM

    公开(公告)号:US20230034370A1

    公开(公告)日:2023-02-02

    申请号:US17532537

    申请日:2021-11-22

    申请人: LEMON INC.

    IPC分类号: G06K9/62 G06K9/00 G06F16/532

    摘要: An image processing method includes acquiring a set of image samples for training an attribute recognition model, wherein the set of image samples includes a first subset of image samples with category labels and a second subset of image samples without category labels; training a sample prediction model using the first subset of image samples, and predicting categories of the image samples in the second subset of image samples using the trained sample prediction model; determining a category distribution of the set of image samples based on the category labels of the first subset of image samples and the predicted categories of the second subset of image samples; and acquiring a new image sample if the determined category distribution does not conform to the expected category distribution, and adding the acquired new image sample to the set of image samples.

    Signaling for decoder-side intra mode derivation

    公开(公告)号:US11563957B2

    公开(公告)日:2023-01-24

    申请号:US17148538

    申请日:2021-01-13

    申请人: Lemon Inc.

    摘要: Example implementations include a method and of video processing, comprising determining, during a conversion between a current video unit of a video and a bitstream of the video, to apply a prediction mode derivation tool to the current video unit, wherein in the prediction mode derivation tool, at least one intra prediction mode (IPM) is derived for the current video unit based on cost calculations between reconstructed samples and prediction samples of a template region related the current video unit. The implementations further include performing the conversion based on the determining.

    CODING OF MOTION INFORMATION
    7.
    发明申请

    公开(公告)号:US20230014915A1

    公开(公告)日:2023-01-19

    申请号:US17933755

    申请日:2022-09-20

    申请人: Lemon Inc.

    摘要: Implementations of the present disclosure provide a solution for encoding and decoding motion information. In this solution, during a conversion between a current video block of a video and a bitstream of the video, a group type of a subgroup of candidates of motion information for the current video block is determined, wherein the group type indicating whether the subgroup of candidates are to be reordered. Further, a list of candidates are constructed based on the group type; and the motion information for the current video block is derived from the list of candidates.

    On split prediction
    8.
    发明授权

    公开(公告)号:US11558608B2

    公开(公告)日:2023-01-17

    申请号:US17512162

    申请日:2021-10-27

    申请人: Lemon Inc.

    摘要: A method implemented by a coding apparatus. The method includes obtaining probabilities of split types being implemented when partitioning a picture, and skipping one or more of the split types based on the probabilities obtained when a coding block is partitioned during a conversion between a video media file and a bitstream. A corresponding apparatus and non-transitory computer readable medium are also provided.

    Signaling the Purpose of Preselection

    公开(公告)号:US20230007210A1

    公开(公告)日:2023-01-05

    申请号:US17809189

    申请日:2022-06-27

    申请人: Lemon Inc.

    发明人: Ye-kui Wang

    IPC分类号: H04N5/45 H04N21/431 H04N7/01

    摘要: A method of processing media data. The method includes determining, for a conversion between the media data and a media data file, that a preselection element includes an indicator, wherein the indicator indicates that a purpose of the preselection element is for providing a picture-in-picture experience where a supplementary video appears to be overlaid on a target picture-in-picture region in a main video; and performing a conversion between the media data and the media data file based on the indicator. A corresponding video coding apparatus and non-transitory computer-readable recording medium are also disclosed.

    STORAGE CIRCUIT, CHIP, DATA PROCESSING METHOD, AND ELECTRONIC DEVICE

    公开(公告)号:US20230004490A1

    公开(公告)日:2023-01-05

    申请号:US17850559

    申请日:2022-06-27

    申请人: Lemon Inc.

    IPC分类号: G06F12/0802

    摘要: A storage circuit, a chip, a data processing method, and an electronic device are disclosed. The storage circuit includes: an input control circuit and a memory. The input control circuit is configured to: receive n input data and an input control signal; perform first data processing on the n input data based on the input control signal to obtain n intermediate data corresponding to the n input data one by one; and write the n intermediate data and a sign signal corresponding to the n input data into the memory; the memory is configured to store the n intermediate data and the sign signal; different values of the sign signal respectively represent different processing processes of the first data processing, and n is a positive integer.