CS331 Class Notes
Fall 2024 Semester

Michael Eckmann
Skidmore College

Thursday, October 03, 2024
More numpy useful for assignment
Machine Learning introduction, start Linear Regression
Tuesday, October 01, 2024
More about the assignment
in-class exercises (with my answers)
Monday, September 30, 2024
K-nearest-neighbors
Thursday, September 26, 2024
more openCV and numpy, write code for YCbCr conversion
ycbcrprogram.py.txt
classwork20240926.ipynb
info about tutorial on openCV
Info about tutorial on numpy
Tuesday, September 24, 2024
Introduction to openCV and numpy
List of functionality presented
Jupyter notebook 1
Jupyter notebook 2
Monday, September 23, 2024
In-class exercises on recent material
solutions
Thursday, September 19, 2024
some Region properties, histograms, distance measures
Tuesday, September 17, 2024
Connected Components, Morphology examples
Morphology java code and Lincoln images
Monday, September 16, 2024
revisit in-class exercises, Binary Image Morpholgy and uses, start Connected Components
Thursday, September 12, 2024
more with 2nd Derivative masks, Determining angle/magnitude of edges using prewitt, example edge detection on an image, in-class exercises
Tuesday, September 10, 2024
another example of HSV usage, start Cross-correlation (with blurring, 1st derivative (edge), 2nd derivative masks)
Monday, September 9, 2024
problems in digital images, HSV color space, HSV usage
Thursday, September 5, 2024
Introduction, start course content