Contact photo

Good afternoon,
My problem is that I deleted some files from my phone and unfortunately also the contacts photos from Whatsapp.
I restored all my phone (master reset) and downloaded Whatsapp again but nothing happened.
Could you please help me to have the profile's picture from my contacts back?
Thanks for now,
Milton Gonçalves