Put your pictures on a diet up to 90% without changing their visual quality. You won't see any difference, and you won't be forced to delete them to save some space.
Worried about data loss? If you are some kind of photo enthusiast or a perfectionist, losslessly optimize them. Same exact picture, less weight.