Most vehicle classification systems now use data from images or videos. However, these approaches violate drivers’ privacy and reveal their identities. Due to various disruptions, detecting automobiles using seismic ambient noise signals is challenging. This study uses surface waves compare time series between different types. We applied artificial intelligence raw three sizes (Bus/Truck, Car, ...