Police are on the hunt for two men that engaged in a shootout last month at a Philadelphia hotel.

The incident was caught on a surveillance camera and police have released the footage in hopes of someone recognizing the suspects.

Philadelphia Police Department Lieutenant John Stanford said, "It's something that's crazy, you have an occupied hotel, anybody could have been there with their family, you could have children walking through the hotel."

The suspects were last seen running past the front door out onto a busy avenue.

Check video of the shootout above.