This is slightly tangential, but I've found JPEGMini to be a good tool to
reduce the file sizes of my JPEGs without loss of quality:

http://www.jpegmini.com/

So if a lot of your 46 GB is images, you might start with that to reduce
the overall footprint.
Roy