METHODS, ARCHITECTURES, APPARATUSES AND SYSTEMS FOR CONTINUOUS ASSESSMENT, TRAINING AND DEPLOYMENT OF AI/ML MODEL

    公开(公告)号:WO2023012073A1

    公开(公告)日:2023-02-09

    申请号:PCT/EP2022/071451

    申请日:2022-07-29

    Abstract: Procedures, methods, architectures, apparatuses, systems, devices, and computer program products of machine learning using a first machine learning (ML) module implementing a first ML model and a second ML module implementing a second ML model, the method comprising: receiving, by the second ML module, first prediction results of the first ML model, the first prediction results being based on input data; generating, by the second ML module, second prediction results using the second ML model based on the input data; determining, by the second ML module, an accuracy metric based on a comparison of the first prediction results of the first ML model and the second prediction results of the second ML model; and sending, by the second ML module, the determined accuracy metric and an accuracy condition.

    METHODS FOR SHARING A WEBPAGE AND CORRESPONDING APPARATUSES

    公开(公告)号:WO2023285336A1

    公开(公告)日:2023-01-19

    申请号:PCT/EP2022/069227

    申请日:2022-07-11

    Abstract: A user may download on his/her device, a webpage from a webserver, using the webpage resource identifier. The user may add an annotation, e.g., may add highlight, emphasis, and/or comments, to an item of the webpage, i.e., an annotation target. The Document Object Model, DOM, structure of the webpage source code may be parsed to search for a set of elements, e.g. HTML or XML elements, that identify a location of the annotation target in the webpage source code. The set of elements thus found, may be encoded in an extension to the webpage resource identifier, and the webpage with the extension may be transmitted to another device of another user. At the other device, the webpage may be downloaded from the webserver using the resource identifier, and the other device may render the annotation, as encoded in the extension.

    DEVICE AND METHOD FOR APPLYING A LOOK-UP TABLE

    公开(公告)号:WO2022268748A1

    公开(公告)日:2022-12-29

    申请号:PCT/EP2022/066783

    申请日:2022-06-21

    Abstract: A device applies a pre-function to an input signal to obtain an intermediate signal, wherein the pre-function has a linear section part of the input range. The device then applies a LUT including LUT entries that define a linear section and that delimit the range of the intermediate signal that corresponds to the part of the input range, resulting in an output signal that can be linearly processed through the pre-function and the LUT. The device can process a signal with positive and negative values, where one of these lies in the part of the input range that results in linear processing.

    A METHOD AND APPARATUS FOR SIGNALING DEPTH OF MULTI-PLANE IMAGES-BASED VOLUMETRIC VIDEO

    公开(公告)号:WO2022069522A1

    公开(公告)日:2022-04-07

    申请号:PCT/EP2021/076755

    申请日:2021-09-29

    Abstract: Methods, apparatus and data stream are described to encode, transmit and decode an atlas- based representation of a 3D scene based on a multiplane image (MPI) representation in which a depth component is encoded in each layer. Layers of the MPI are clustered on a transparency basis to generate texture, transparency and depth patch pictures. Patch pictures are packed in at least one atlas image. Metadata associating each patch to a layer and each layer to a depth and a depth quantization law are encoded in the data stream with the at least one atlas. At the decoding side, the MPI with a depth component is retrieved from the data stream and is used to render a viewport image from a viewpoint in the neighborhood of the center of the MPI.

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