diamond in the rough

US /ˈdaɪ.mənd ɪn ðə rʌf/
UK /ˈdaɪ.mənd ɪn ðə rʌf/
"diamond in the rough" picture
1.

a person or thing that has great potential but is not yet refined or polished

:
The young artist was a true diamond in the rough, needing only guidance to shine.
The old house was a diamond in the rough, with good bones but in need of renovation.