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


reservation type images  40 x 16 px