code and data for 'Basic Image Analysis with Python' class
This workshop covers the basics of image analysis using Python. It is geared toward those with low-to-moderate programming experience, but beginners should be able to follow along with the provided tutorial code. Students will learn how to interactively explore their image data with a Jupyter Notebook. The workshop will cover image file IO, basic processing such as rescaling and filtering, and basic image segmentation.
Lesson material is found in the
lessons/ folder. Please review
0-Background_and_Setup.ipynb to set up your environment to follow the lessons.
You might also find the following links useful:
scikit-image API reference: http://scikit-image.org/docs/stable/api/api.html
PIL API reference: https://pillow.readthedocs.io/en/stable/reference/index.html
"Official" scikit-image tutorial: https://github.com/scikit-image/skimage-tutorials
scikit-image tutorial on YouTube: https://www.youtube.com/watch?v=pZATswy_IsQ