My Raspberry Pi starts a VNC server on port 5901 on boot, but currently I do not have a display to access the GUI. I do however have an Ethernet cable and a PC with the VNC client software, how do I access the GUI from my PC?

**Note**: I had access to the GUI on the VNC client but on rebooting the Pi the connection using the VNC client gets rejected by the remote device.