Kitware AI Bootcamp Tutorials

Post Talk 1:

Tutorial 1:

Pytorch 60 Minute Blitz. See: https://pytorch.org/tutorials/beginner/deep_learning_60min_blitz.html

Tutorial 2:

Traditional ML with SKLearn <notebooks/05.14-Image-Features.ipynb>__.

Google Colab: https://colab.research.google.com/github/kitware/ais2-tutorials/blob/master/notebooks/05.14-Image-Features.ipynb

Tutorial 3:

Classification and Transfer Learning <notebooks/transfer_learning_tutorial.ipynb>__.

Google Colab: https://colab.research.google.com/github/kitware/ais2-tutorials/blob/master/notebooks/transfer_learning_tutorial.ipynb

Post Talk 2:

Tutorial 4:

3D Spleen Segmentation <notebooks/spleen_segmentation_3d.ipynb>__.

Google Colab: https://colab.research.google.com/github/Kitware/ais2-tutorials/blob/master/notebooks/spleen_segmentation_3d.ipynb