The Problems of Segmentation and Neural Networks

We tried simple approaches. For example, trying to just segment the lanes along the road or something like that. But then the problem is when this uncertainty say you cannot see the road clearly and there could be two lanes or three lanes and you can't tell a simple segmentation based approach would just draw both of them. It's kind of a 2.5 lane situation. And the post-processing algorithm would hilariously fail when the predictions are such. Yeah, the problems don't end there. I mean, you need to predict these connective lanes inside of intersections which it's just not possible with the approach that Ashok's mentioningWhich is why we had to upgrade to this sort of