It happened on Ripley Place in Elizabeth just after 8 p.m.
The toddler appears to have avoided serious injury by hitting a second story awning before he fell on to the sidewalk below.
He was taken to University Hospital in Newark as a precaution.
The fall appears to be accidental, according to police.