Translation:Péter szereti Éva szép kezét.
"hands" doesn't need to be signed as possessed?
Yes, it needs to be - and it is.
kéz - hand keze - her hand kezét - her hand (accusative).
Note the difference between kezet and (valakinek a) kezét.
