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Distantly Supervised Road Segmentation

Distantly Supervised Road Segmentation

We present an approach for road segmentation that only requires image-level annotations at training time.We leverage distant supervision, which allows us to train our model using images that are different from the target domain.Using large publicly available image databases as distant supervisors, we develop a simple method to automatically generate …