How Do I Color Correct Old Photos?

I want to color correct old photos. Is there a reasonably priced app that will do that?
I am scanning old photos and plan to save them to thumb drives so that files can be given family members. Some of the colored photos are over 50 years old and seriously faded.
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Cindy Cunningham