When is the NJ Cherry Blossom Festival? When is the NJ Cherry Blossom Festival? If you have never taken a day trip to Essex County, New Jersey to see the annual cherry blossom festival, then you are missing out on seeing a beautiful time of year here in the Garden State. Shawn MichaelsShawn Michaels