CMPT742: Practices in visual computing 1, Fall 2025

Schedule

Week 1
Topic
Materials
Assignments and Deadlines
Mon, Sep 8
Logistics, Image processing, Seam carving
Slides #0 Slides #1
Fri, Sep 12
Python tutorial
Slides

Week 2
Mon, Sep 15
Image inpainting (Laplace, Poisson), Graph-based segmentation
Slides - Inpainting
Slides - Graph-based Segmentation
Assignment #1 - PDF
Assignment #1 - ZIP
Fri, Sep 19
Numpy tutorial, OpenCV tutorial

Week 3
Mon, Sep 22
Introduction to machine learning
Slides - Machine Learning Intro Slides - How to present

Fri, Sep 26
PyTorch tutorial - part 1
Week 4
Mon, Sep 29
CNNs, Image classification, UNet
Slides - UNet
Assignment #1 deadline
Fri, Oct 3
PyTorch tutorial - part 2
Project proposal deadline
Week 5
Mon, Oct 6
Co-op Visit, Object Detection
Slides #1 Slides #2
Assignment #2 - PDF
Assignment #2 - ZIP
Fri, Oct 10
Image Classification 1
Week 6
Tue, Oct 13
Thanksgiving, no lecture
Assignment #3 - PDF
Assignment #3 - ZIP
Fri, Oct 17
Object Detection 1

Week 7
Mon, Oct 20
Project Milestones

Fri, Oct 24
Image Classification 2
Week 8
Mon, Oct 27
PCA, SVD, Quiz 1
Slides - PCA
Slides - SVD
Assignment #2 deadline
Fri, Oct 31
Image Segmentation 1
Week 9
Mon, Nov 3
3D reconstruction
Slides - 3D reconstruction
Assignment #4 - PDF
Assignment #4 - ZIP
Fri, Nov 7
Keypoint detection, SIFT, Ransac

Week 10
Mon, Nov 10
Catch up
Fri, Nov 14
Image Segmentation 2
Week 11
Mon, Nov 17
Curves, Geometry processing
Slides - Curves
Slides - Geometry Processing
Assignment #3 deadline
Fri, Nov 21
Object Detection 2
Week 12
Mon, Nov 24
Geometry Processing (Cont), Quiz 2
Fri, Nov 28

Week 13
Mon, Dec 1
Project final presentation
Fri, Dec 5
Project Delivery
Mon, Dec 8
Project final written submission
Assignment #4 deadline
Thursday, Dec 12

This course website imitates University of Washington's CSE373, Spring 2019.