Vehicle detection problem

[mltraore]

when detecting vehicles, is it better to categorize vehicles before detection or to identify them all by labeling them as a single class?

[woosal1337]

when detecting vehicles, is it better to categorize vehicles before detection or to identify them all by labeling them as a single class?

What do you mean? How many different vehicle types are you wishing to detect? How different are they from each other?

[mltraore]

I want to detect vehicles and people. Vehicles such as motorcycles, trams and trains are also included in the category of vehicles together with cars. For now, I have gathered all the vehicles under one label. The name of this label is "vehicle". People have a separate label called "person". When detecting these vehicles, is it better to label all of them as vehicles or label all of them as separate vehicles? Such as car, motorcycle etc.

[Aniruddha7]

If you try to include all different vehicle classes under one class, it might affect training since the features of different types of vehicles differ. I think it would be better to separate out trucks, cars and motorcycles. <https://www.avast.com/sig-email?utm_medium=email&utm_source=link&utm_campaign=sig-email&utm_content=webmail> Virus-free. www.avast.com <https://www.avast.com/sig-email?utm_medium=email&utm_source=link&utm_campaign=sig-email&utm_content=webmail> <#DAB4FAD8-2DD7-40BB-A1B8-4E2AA1F9FDF2>

…

On Sun, Jun 27, 2021 at 8:27 PM Mohamed Lassine Traore < ***@***.***> wrote: I want to detect vehicles and people. Vehicles such as motorcycles, trams and trains are also included in the category of vehicles together with cars. For now, I have gathered all the vehicles under one label. The name of this label is "vehicle". People have a separate label called "person". When detecting these vehicles, is it better to label all of them as vehicles or label all of them as separate vehicles? Such as car, motorcycle etc. — You are receiving this because you are subscribed to this thread. Reply to this email directly, view it on GitHub <#7837 (reply in thread)>, or unsubscribe <https://github.com/notifications/unsubscribe-auth/AEXC5ZKU7GGIXB7TQNLFKQ3TU434JANCNFSM47LT2Y5Q> .