Methods, systems, and apparatus, including computer programs encoded on computer storage media, for training a classifier to detect open vehicle doors. One of the methods includes obtaining a plurality of initial training examples, each initial training example comprising (i) a sensor sample from a collection of sensor samples and (ii) data classifying the sensor sample as characterizing a vehicle that has an open door; generating a plurality of additional training examples, comprising, for each initial training example: identifying, from the collection of sensor samples, one or more additional sensor samples that were captured less than a threshold amount of time before the sensor sample in the initial training example was captured; and training the machine learning classifier on first training data that includes the initial training examples and the additional training examples to generate updated weights for the machine learning classifier.


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    Titel :

    TRAINING A CLASSIFIER TO DETECT OPEN VEHICLE DOORS


    Weitere Titelangaben:

    TRAINING EINES KLASSIFIKATORS ZUR DETEKTION VON OFFENEN FAHRZEUGTÜREN
    FORMATION D'UN CLASSIFICATEUR À LA DÉTECTION DE PORTIÈRES OUVERTES DE VÉHICULE


    Beteiligte:
    MAO JUNHUA (Autor:in) / TSUI LO PO (Autor:in) / LI CONGCONG (Autor:in) / WALKER JR EDWARD STEPHEN (Autor:in)

    Erscheinungsdatum :

    22.09.2021


    Medientyp :

    Patent


    Format :

    Elektronische Ressource


    Sprache :

    Englisch


    Klassifikation :

    IPC:    G06V / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS



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