Instance segmentation is extensively found in applications of medical imaging, object detection and many computer vision applications.
One such application is this project where vehicles or different object surrounding the car are detected and identified which belong to a particular class. This project was implemented on the Lane detection project which I had completed earlier.
A frame from the output video
Due to computational limitations, there was a lag in the output video and was taking much more time to process. Above is a frame from the processed video.
The project uses PixelLib library for instance segmentation, which is based on the MaskRCNN framework.