The calculated distance (air line) between Kawagoe and Shiraoka is approximately 12 miles respectively 20 kilometers.
By car or train, the actual journey to Shiraoka is certainly longer, as only the direct route (as the crow flies) between Kawagoe and Shiraoka has been calculated here.