Depends on your use case. If it is a very very large image, then yes you should split it into tiles. If the image is simply large and you want to use leaflet as

Depends on your use case. If it is a very very large image, then yes you should split it into tiles. If the image is simply large and you want to use leaflet as a panning tool, then simply loading it as is should be fine.