Using a deep, fully-convolutional (i.e. no fully-connected layers) neural network, I trained a model capable of being robust enough to detect lane lines on the included driving video where the model has never seen a single frame of this video. It still has a couple issues changing from light to dark under the overpass but still does a great job!
Post time: Jun-20-2017