Lecture 9: Image Data Processing (Part I)

(Last updated: Mar 8, 2024)

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:

• Image Data Processing Tutorial 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.