Is there a way to download all of the photos of all the assets in a catalog from the web app?

No, this would be a manual process which may incur extra cost. Call support at 1-833-444-3289 extension 1 for specific catalog questions and requests.  You can upload from Dropbox, but there is no mass download option as of now.