Training data required for further training an AI pre-trained model to be used to identify aircraft can be effectively generated. A training data generation method includes: obtaining two data items among an appearance data item on an aircraft in an image in which a specific route has been imaged, a signal data item on radio waves emitted from the aircraft on the route, and a noise data item indicating noise from the aircraft on the route; identifying an attribute of the aircraft on the route by inputting one of the obtained two data items into a first identification model for identifying the attribute of the aircraft; and generating training data used for training a second identification model for identifying the attribute of the aircraft, by associating the other of the obtained two data items with the attribute of the aircraft on the route identified in the identification step.


    Access

    Download


    Export, share and cite



    Title :

    Training Data Generation Method, Training Data Generation Apparatus, And Training Data Generation Program


    Contributors:

    Publication date :

    2021-04-22


    Type of media :

    Patent


    Type of material :

    Electronic Resource


    Language :

    English


    Classification :

    IPC:    G08G Anlagen zur Steuerung, Regelung oder Überwachung des Verkehrs , TRAFFIC CONTROL SYSTEMS / B64D Ausrüstung für Flugzeuge , EQUIPMENT FOR FITTING IN OR TO AIRCRAFT / G06N COMPUTER SYSTEMS BASED ON SPECIFIC COMPUTATIONAL MODELS , Rechnersysteme, basierend auf spezifischen Rechenmodellen / G06V



    TRAINING DATA GENERATION DEVICE, TRAINING DATA GENERATION DEVICE, AND PROGRAM

    TAKEDA JUNICHI | European Patent Office | 2020

    Free access


    DATA GENERATION SYSTEM AND MONITORING TRAINING SYSTEM

    WATANABE MIYUKI | European Patent Office | 2023

    Free access

    Training data generation for dynamic objects using high definition map data

    MAJITHIA CHIRAG | European Patent Office | 2023

    Free access

    TRAINING DATA GENERATION FOR DYNAMIC OBJECTS USING HIGH DEFINITION MAP DATA

    MAJITHIA CHIRAG | European Patent Office | 2021

    Free access