CS1674/2074: Introduction to Computer Vision, Fall 2024
Location (class): Cathedral 229
Class time: Tuesday and Thrusday, 11:00am - 12:15pm
Instructor: Nils Murrugarra (email: nem177 AT pitt DOT edu; use “CS1674” at the beginning of the subject line)
Instructor’s office hours: Tuesday and Wednesday, 9am-11am
Instructor’s office: Sennott Square 5419
TA: Arushi Rai (email: arr159 AT pitt DOT edu; use “CS1674” at the beginning of the subject line)
TA’s office hours: Friday, 2:00pm - 5:00pm
TA’s office: Sennott Square 5404
Canvas: used for announcements and assignment submission
Schedule
| Date | Chapter | Slides | Homework |
|---|---|---|---|
| 08/27 | Intro | Intro_course [pdf] [pptx] Linear_algebra [pdf] [pptx] |
|
| 08/29 | Linear_algebra Python tutorial |
A1 on canvas | |
| 09/03 | Low-level Vision | Intro_cv [pdf] [pptx] Filters and Texture [pdf] [pptx] |
|
| 09/05 | Filters and Texture | ||
| 09/10 | Filters and Texture Features [pdf] [pptx] |
A2 on canvas | |
| 09/12 | Features | ||
| 09/17 | Features | ||
| 09/19 | Features | A3 on canvas | |
| 09/24 | Grouping [pdf] [pptx] | ||
| 09/26 | Grouping | A4 on canvas | |
| 10/01 | Grouping | ||
| 10/03 | Exam 1 Review | A5 on canvas | |
| 10/08 | High-level Vision | Intro to Recognition [pdf] [pptx] | |
| 10/10 | Exam 1 | ||
| 10/15 | No class: Fall Break | ||
| 10/17 | Intro to Recognition | ||
| 10/22 | Intro to Recognition | A6 on canvas | |
| 10/24 | Convolutional Neural Networks [pdf] [pptx] | ||
| 10/29 | Convolutional Neural Networks | ||
| 10/31 | Convolutional Neural Networks | A7 on canvas | |
| 11/05 | Object Recognition and Image Segmentation [pdf] [pptx] | ||
| 11/07 | Project Development | ||
| 11/12 | Object Recognition and Image Segmentation | ||
| 11/14 | Object Recognition and Image Segmentation Sequential Data [pdf] [pptx] |
A8 on canvas | |
| 11/19 | Sequential Data | ||
| 11/21 | Sequential Data | ||
| 11/26 | No class: Thanksgiving | ||
| 11/28 | No class: Thanksgiving | ||
| 12/03 | Exam 2 Review | ||
| 12/05 | Exam 2 | ||
| 12/12 | Kaggle/Project Presentations |