I wish there was a linux or at least open source app which could do what Advanced JPEG compressor does. Shrinking the size of photos wile keeping the details. I beleieve it is done by reducing the color depth.
Advanced JPEG compressor is my favorite for this purpose (it works in wine). But I have not found an opensource equivalent yet.