most previous approaches are no longer compatible with latest torch. detectron2 and mmdetection framework is much difficult to navigate through - hides everything under a mystic hood. This is for those who wish to run segmentation task with little dependency or the so called framework constraints.
organize the repo in a better manner all those who wish to run this and are facing issue please raise issues