Lecture 10: Image Data Processing (Part I)#

(Last updated: Mar 15, 2023)

This lecture gives a tutorial about image data processing using a Jupyter Notebook. The learning goals can be found on this link.

Preparation#

Do the preparation for the image data processing module.

Materials#

Below is the link to the online notebook:

To run the notebook, you need to follow the instructions at the beginning of the notebook to set up your Google Colab. The Computer Vision tasks in the notebook consume a lot of computational resources. Unless you have a good Nvidia GPU with cuda installed, we recommend just using the free GPU computing unit in Google Colab to run the notebook.

Additional Resources#

Check PyTorch website and the UvA deep learning tutorials for more information.