<p>If you take a look to <a href="https://arxiv.org/pdf/1711.08506.pdf" rel="nofollow noreferrer">W-net</a>, you can see that you can do unsupervised segmentation with deep learning.</p>
Is image segmentation using neural networks always supervised?
<p>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?</p>