The calculated distance (air line) between Hong Kong and Kowloon is approximately 3 miles respectively 4 kilometers.
By car or train, the actual journey to Kowloon is certainly longer, as only the direct route (as the crow flies) between Hong Kong and Kowloon has been calculated here.