Hey, I've noticed there's some interest in installing from the network without USB devices so I decided to research the topic a bit, if you are interested in trying:
I'm not sure how to do this process from a Windows machine, but you can run a virtual machine with Linux in it and follow the guide. As long as the virtual machine has access to the local network it should work.