Design a tool to identify the types of devices used in communication( Such as Mobile/Desktop)

How do we identify the devices that are connected to the same network? I have currently used netdiscover. However, that only gives an idea of the vendors.

I am looking for something that will identify the type of devices like Mobile or Desktop.

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