Image segmentation with deep learning
Details
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/