•How to enable autonomous vehicles to recognize objects in context, no matter the weather, time of day or season •Reconsidering the image-labelling workflow and getting to the highest levels of pixel-point precision •Drilling into the challenges of creating semantic segmentation masks, including workflow design and annotation tools, and performing these tasks at scale