How can I create a pixel labelled image for Semantic Segmentation?
The answer can be found here.

Go to the APPS tab, and search for Image Labeler, or Training Image Labeler

Click on Add Images to add your training images.

Click on Add ROI Labels to add class names for the regions of interest.

Proceed to select the regions of interest manually from the uploaded images.