First you need to create you own docker network (mynet123)

docker network create --subnet=172.18.0.0/16 mynet123

than simply run the image (I'll take ubuntu as example)

docker run --net mynet123 --ip 172.18.0.22 -it ubuntu bash

then in ubuntu shell