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Maximum number of objects to recognize in object detection

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Tell me  please,  how many different objects for recognition are possible in the object detection? what are the limitations? Thanks

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  • Ashish2012 Profile Picture
    Ashish2012 478 on at
    Re: Maximum number of objects to recognize in object detection

    Perfectly explained 🙂 

    https://docs.microsoft.com/en-us/ai-builder/collect-images

     

  • v-siky-msft Profile Picture
    v-siky-msft on at
    Re: Maximum number of objects to recognize in object detection

    Hi @PowerUs ,

     

    Although I haven't test the max number of objects that be detected, It seems interesting, I will test in the next few days, and reply then.

    Best regards,

    Sik

  • jk_one Profile Picture
    jk_one on at
    Re: Maximum number of objects to recognize in object detection

    Hi @PowerUs 

     

    If I understand correctly, you wish to know how many different objects can one model recognize.

    If that is correct, then the limitation is that in the same model, you can recognize up to 500 tags/objects.

     

    Also, objects are generally not detected if they're small (less than 5% of the image) or if they're arranged closely together (a stack of plates, for example).

     

    For the training set itself, please check https://docs.microsoft.com/en-us/ai-builder/collect-images for guidelines.

     

    Hope that helps,

     

    JK

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