Parking blocking access to garages

This is a road for residents to access their gardens and people (including some residents) find it acceptable to use it as their personal car park. This ongoing issue of people parking on this road is frustrating when trying to drive my car into my garden, which is at the end of the road. This road is just off Hirst street and people use it as a car park which prevents residents accessing their driveways. It has been reported to the police twice and they have advised to report it to local council too.

Is there anything that can be done to keep it clear?