The links in the comments shows ways to use extensions and 3rd party to do it.
There is a simple way by adding colors in your git config file. for example
[color "diff"]
meta = yellow bold
frag = magenta bold
old = red
new = magenta green
Of course you can set any supported color to your needs.
