Is image segmentation using neural networks always supervised?

Question

Is there a crucial distinction between semantic and just normal image segmentation with neural networks? Is non-semantic segmentation some type of unsupervised pixel-clustering method?

Answer 1

If you take a look to W-net, you can see that you can do unsupervised segmentation with deep learning.