Since ImageFolder loads the images lazily, i.e. in each call to its __getitem__ method a single sample will be loaded from one of the folders, I don’t think you can simply store the Dataset in this way.
A possible workaround would be to zip the parent folder containing all image folders and move it to your new machine.