Image segmentation with deep learning

In this online workshop, we will discuss deep learning methods of image segmentation:

• Semantic segmentation with U-net https://arxiv.org/abs/1505.04597

• Instance segmentation with Mask R-CNN https://arxiv.org/abs/1703.06870

• Panoptic segmentation with Panoptic Feature Pyramid Networks https://arxiv.org/pdf/1901.02446.pdf

We will use Google Colab as compute environment, the workshop won't require the installation of local software.
https://colab.research.google.com/