The other choice is makesure ur data download from google earth is already georeferenced.
Open GIS program such as ArcGIS and manually create shapefile for polygon / point or line
feature extraction.HTH
Brother,
If u download usgs landsat 8 data. You can choose geotiff data. Geotiff data can be easily classified using simple supervised classification in ArcGIS or ENVI. HTH