This is probably not what you're looking for, but I'll describe my setup. I do CT research, and would basically store information about how an image was generated in the filename and log files. This didn't scale well, so I developed https://github.com/stilley2/filesdb which is a wrapper on Python's sqlite library. It allows me keep track of the parameters used to generate each image and easily search/locate them.