ASP.Net Core 5.0 Docker - no matching manifest for windows/amd64 10.0.17134

Question

I am running Visual Studio 2019 on Windows 10. I have Docker Desktop running which is pointing to Windows containers. I am looking into publishing a ASP.Net Core 5.0 web app