There are a few types of image you will want to upload in BRM / RSM
Inventory related
Category images
Product images
Extras images
Online booking
your store logo (for your emails) - can we pretty much whatever size you require.
your online booking banner (if you enable it) 1200 x 300 px
Miscellaneous
reservation type images 40 x 16 px