Twenty-four-year-old Joshua Miller's family supported him Wednesday and said the situation is a misunderstanding.
The child's grandmother found a picture of the 17-month-old with his eyes and hands duct-taped and called police last week.
Miller's father-in-law said he thinks the story was blown out of proportion.
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Information from: WPXI-TV, http://www.wpxi.com