Computer Vision Compendium CVonline
More code details from [1] are here
Fundamentals on image processing (.pdf)

Schedule (subject to change)

Date	Topic	Assignments
Jan 26	Introduction and course logistics slides   Image Formation Pinhole Camera slides   Image Formation Lens slides   Linear Algebra (vectors, matrices) slides	Jupyter, Colab, Python Tutorial   Python/numpy tutorial zip file
Feb 1	Color Images   Photometric Aspects of Image Formation   Image Filtering	HW1 out (due February 15th)
Feb 8	Smoothing, Derivatives   Fourier Transform   Image Pyramids
Feb 15	Image features   Advanced Features   Texture	HW2 out (due February 23rd)
Feb 22	Corners, SIFT fetaures   Laplacian Blob Detectors   HOG features	HW3 out (due March 9nd)
March 1	Image correspodences, Optical Flow   Linear Algebra Review
March 8	Fitting, RANSAC   Image Alignment, Stiching, Panoramas   Stereo, Epipolar geometry   Instance Retrieval	HW 4 out (due March 23)   Project Resources
March 15	3D reconstruction, uncalibrated two views   Advanced Stereo   Image-Based Modelling	Project Description due
March 22	Detection and Recognition of objects in images   Recognition statistical view-point	HW 5 out (due April 6)
March 29	Recognition statistical view-point (cont.)   Deep Learning, Object recognition
April 5	Object Recognion, Modelling Spatial Relations   Discriminative Part Based Models, Object Detection   Segmentation	HW 6 out (due April 19th)
April 12	Deep Learning for Computer Vision   Scene Recognition, Activity Recognition, RGB-D recognition
April 19	Image Captioning, Image Generation
April 26	tbd
May 10	Final Project Presentation slides (.pdf)   formatting instructions latex (.tar.gz) MS word (.doc)