Once both are installed you can use gdal_translate to do the actual conversion. Beware that converting will give you a gigantic file and will take a while. Best is to resize the output, to not end up with images of 500MB.
Conversion result implemented in Google Maps, using data of my hometown Deinze, Belgium
After installation, you can use ogr2ogr to do the actual conversion.