Yes, you need to amend your return to show that you are not claimed as dependents on someone else's tax return.
Once you have made the change, you will need to print, sign, date and mail your amended returns according to the instructions that print out with the returns.
Amended returns cannot be efiled.
How it may affect your stimulus check is difficult to say since some of the parameters are not fully known.
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