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131.
公开(公告)号:US20230035995A1
公开(公告)日:2023-02-02
申请号:US17534222
申请日:2021-11-23
Applicant: LEMON INC.
Inventor: Jingna SUN , Weihong ZENG , Peibin CHEN , Xu WANG , Shen SANG , Jing LIU , Chunpong LAI
IPC: G06N3/08
Abstract: 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.
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公开(公告)号:US20230034370A1
公开(公告)日:2023-02-02
申请号:US17532537
申请日:2021-11-22
Applicant: LEMON INC.
Inventor: Jingna SUN , Weihong ZENG , Peibin CHEN , Xu WANG , Chunpong LAI , Shen SANG , Jing LIU
IPC: G06K9/62 , G06K9/00 , G06F16/532
Abstract: 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.
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公开(公告)号:US11563957B2
公开(公告)日:2023-01-24
申请号:US17148538
申请日:2021-01-13
Applicant: Lemon Inc.
Inventor: Yang Wang , Kai Zhang , Li Zhang , Yuwen He , Hongbin Liu
IPC: H04N19/189 , H04N19/105 , H04N19/132 , H04N19/176 , H04N19/159 , H04N19/186
Abstract: 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.
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公开(公告)号:US20230014915A1
公开(公告)日:2023-01-19
申请号:US17933755
申请日:2022-09-20
Applicant: Lemon Inc.
IPC: H04N19/105 , H04N19/132 , H04N19/176 , H04N19/186 , H04N19/46
Abstract: 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.
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公开(公告)号:US11558608B2
公开(公告)日:2023-01-17
申请号:US17512162
申请日:2021-10-27
Applicant: Lemon Inc.
Inventor: Yue Li , Li Zhang , Jizheng Xu
IPC: H04N19/105 , H04N19/119 , H04N19/96 , H04N19/159 , G06T9/40 , H04N19/176 , G06T9/00 , G06V10/94
Abstract: 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.
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公开(公告)号:US20230007210A1
公开(公告)日:2023-01-05
申请号:US17809189
申请日:2022-06-27
Applicant: Lemon Inc.
Inventor: Ye-kui Wang
IPC: H04N5/45 , H04N21/431 , H04N7/01
Abstract: 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.
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公开(公告)号:US20230004490A1
公开(公告)日:2023-01-05
申请号:US17850559
申请日:2022-06-27
Applicant: Lemon Inc.
Inventor: Junmou Zhang , Dongrong Zhang , Shan Lu , Jian Wang
IPC: G06F12/0802
Abstract: 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.
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公开(公告)号:US20230003781A1
公开(公告)日:2023-01-05
申请号:US17833884
申请日:2022-06-06
Applicant: Lemon Inc.
Inventor: Junmou Zhang , Dongrong Zhang , Shan Lu , Jian Wang
Abstract: A apparatus, method, system and medium are provided. The apparatus includes: a buffer chain, including N first buffers connected end to end, N first AND gates with one input connected to a pulse signal and the other input connected to an output of a corresponding first buffer, and N flip-flops coupled with outputs of respective first AND gates; a path time delay adjustment circuit, with an input receiving a pulse signal, and an output connected to an input terminal of the first buffer; a control apparatus, controlling the time delay produced by the adjustment circuit to be reduced by at least one step from a preset time delay during each adjustment until an output of a Pth flip-flop flips; a measuring device measuring the pulse signal's width according to an output of each flip-flop, the time delay of each first buffer and the time delay of the adjustment circuit.
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公开(公告)号:US20220398450A1
公开(公告)日:2022-12-15
申请号:US17348246
申请日:2021-06-15
Applicant: Lemon Inc.
Inventor: Xiaojie JIN , Daquan Zhou , Xiaochen Lian , Linjie Yang , Jiashi Feng
Abstract: A super-network comprising a plurality of layers may be generated. Each layer may comprise cells with different structures. A predetermined number of cells from each layer may be selected. A plurality of cells may be generated based on selected cells using a local mutation model, wherein the local mutation model comprises a mutation window for removing redundant edges from each selected cell. Performance of the plurality of cells may be evaluated using a differentiable fitness scoring function. The operations of the generating a plurality of cells using the local mutation model, the evaluating performance of the plurality of cells using the differentiable fitness scoring function and the selecting the subset of cells based on the evaluation results may be iteratively performed until the super-network converges. A search space for each layer may be generated based on a predetermined top number of cells with largest fitness scores after the super-network converges.
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公开(公告)号:US11516618B2
公开(公告)日:2022-11-29
申请号:US17066818
申请日:2020-10-09
Applicant: Lemon Inc.
Inventor: Yunjiu Li , Siyao Yang , Xin Ye , Wenjing Fan , Yiheng Zhu
Abstract: Systems and methods for social networking using augmented reality are disclosed. A network may receive, from a plurality of client devices, a request to connect to a server. The server may be associated with an object, such as a landmark or a product. The server may serialize an AR world including the object and content associated with the object and send, to the plurality of client devices, data indicative of the AR world. The server via network may receive, from a first client device among the plurality of client devices, an indication of user input associated with the AR world. The indication of user input may comprise text data, digital image data, or user feedback. The indication of user input may be broadcast to the plurality of client devices.
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