Gunshots were fired in the Littlechurch Road and Hallwicks Road area of Luton last night.
Witnesses describe hearing gunshots and seeing a number of men chasing each other before making off on foot and in a vehicle.
The incident comes exactly a week after shots were fired at a family home with a mother and her children were inside.
Like last week’s incident, Beds Police believe this was a targeted attack.
Det Insp Iain Morgan, from Luton CID said: “We have already obtained a number of reports from witnesses about the incident but the picture is still confusing in terms of the number of people involved and the vehicles they were using.
“I am appealing to anyone who has information about this offence or who was in or near the area at the time and recalls hearing or seeing anything to come forward. I firmly believe this offence was a targeted offence and would reiterate very strongly that Bedfordshire Police does not tolerate the use of violence and firearms. If you have information about this please contact the police in confidence.”
Contact Bedfordshire Police on 101, or text information to 07786 200011.