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    Limitation to classify max of 4 classes using BME AI

    Karthikg
    Established Member

    Limitation to classify max of 4 classes using BME AI

    Hi,

    If the application demands more classes that we want to classify,  is there a fundamental limitaiton? why is this currently limited to 4? 

    Thanks

    K

    4 REPLIES 4
    BSTRobin
    Community Moderator

    Re: Limitation to classify max of 4 classes using BME AI

    Hello Karthikg,

    Could we know your detailed application information?

    Karthikg
    Established Member

    Re: Limitation to classify max of 4 classes using BME AI

    the application would require to have selectivity with multiple gas types beyond 4.  Also the AI studio only limits to 4 classes. I imagine the BSEC should be able to easily expand beyond 4. may be the training algorithms require more modification. but thats the question. If Bosch went to the extent of creating the AI infrastucture, the limit of 4 could have been easily expanded to say 16 or something... 4 seems very small number. 

    BSTRobin
    Community Moderator

    Re: Limitation to classify max of 4 classes using BME AI

    Hello Karthikg,

    Currently BME AI studio only support 4 classes.
    We don't have the plan to support more classes till now.

    BSTRobin
    Community Moderator

    Re: Limitation to classify max of 4 classes using BME AI

    Hello Karthikg,

    Our recommendation is to use a max. of 4 classes per scan, since the classification accuracy is decreasing with more classes.
    Scanning fort more than 4 classes is possible, it requires more scan time.

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