These days, with the huge pixel counts on "modern" smartphones, pics do often carry very few information compared to the size of the file.
A great tool is "ImageOptim". Its free. Just drop a pic on it, and its size can be reduced up to a factor of 10 or more, often without visible degradation to the pic.
cheers
Martin
Martin