It would not make much sense to calculate daily returns in order to convert hem to annual returns. This is because though daily returns may appear small, a mere 0.5% when magnified 360 times may appear to be 180%!
In the investing journey, it is best to take a long term view. Look for returns over 1 year, 3 year, 5 year and possibly even 10 year timeframes!