The footage shows that the baby still has an umbilical cord and is covered in blood from birth.
In a Tweet, the local police department has appealed for any information relating to the heartbreaking discovery.
'If anyone knows a female who was in late stages of pregnancy & may have given birth to this infant, contact FCSO @ 770-781- 3087 #FCSOnews' read the tweet.
The baby has been named India and is said to be 'thriving in the care of Georgia Department of Family and Children Services.