Police responded to the 500 block of East Indiana Avenue around 9:10 p.m. on Sunday.
The toddler was taken to St. Christopher's Hospital for Children, where she is said to be in critical condition.
No other information has been released about the incident.
Police said the investigation is active and ongoing with the Special Victims Unit.