To anyone who knows anything about computers need your help?

I accidently erased the pictures we had downloaded from our digital camera and some were pictures of our is kids when they were little and my husband is mad. Is there anyway to bring the pictures back please help.
Update: Thankyou for all your help I am sending out hugs to all of you!
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