Semantic Segmentation on Driving Datasets
Here I have implemented Segmentation on Cityscapes (Lower Resolution Dataset), and Camvid Dataset using U-Net Model with cross entropy loss for 10-15 epochs.
Even for low number of training run model seems to give good result on test dataset.
Using more sopishticate loss function like Dice loss can definitely increase accuracy.