The resource cannot be found


I have recently been trying Publish my Orchard project to an Azure Web site, and everytime I do, I get:

Server Error in '/' Application.

The resource cannot be found.

Description: HTTP 404. The resource you are looking for (or one of its dependencies) could have been removed, had its name changed, or is temporarily unavailable. Please review the following URL and make sure that it is spelled correctly.

Requested URL: /

However, the url was working prior to publishing Orchard. I just got a page stating that the Web App was created successfully.

I have tried a number of ways to publish my code, which by-the-way, I haven't altered other than Rebuilding it prior to publishing. Firstly, I created an Orchard CMS using the using the one offered to me by the Azure portal Marke Place and this worked until I tried to update it with the version 1.10.1 I have on my development machine and it resulted in the above 404.

I then deleted the Web App and created it again, but this time left it empty, navigated to the xxx.azurewebsites.net url and recieved the page stating that the app was created successfully, but agian when publishing after rebuilding the project, I recieved the above 404.

Has anyone else experienced this or, is able to advise me?

Thank you