CAP5415 – Computer Vision
(3 Credit Hours)
Fall 2024
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This schedule is preliminary and will be updated as we progress.
| Lecture | Date | Topic | Course material | Notes |
|---|---|---|---|---|
| 1 | Tuesday, August 20 | Introduction to Computer Vision | [Lecture - Slides] [Lecture - Video] | |
| 2 | Thursday, August 22 | Introduction to Computer Vision-II Linear Algebra | [Lecture-Slides] [Lecture - Video] | |
| 3 | Tuesday, August 27 | Linear Algebra-II | [Lecture-Slides] [Lecture - Video] | |
| 4 | Thursday, August 29 | Image Filtering | [Lecture-Slides] [Lecture - Video] | |
| 5 | Tuesday, September 3 | Image Filtering-I | [Lecture-Slides] [Lecture - Video] | |
| 6 | Thursday, September 5 | Image Filtering-II | [Lecture-Slides] [Lecture - Video] | |
| 7 | Tuesday, September 10 | Edge Detection - I | [Lecture-Slides] [Lecture - Video] | |
| 8 | Thursday, September 12 | Edge Detection-II Introduction to Neural Networks-I | [Lecture-Slides] [Lecture - Video] | |
| 9 | Tuesday, September 17 | Introduction to Neural Networks-II Introduction to Convolutional Neural Networks -I | [Lecture-Slides] [Lecture - Video] | |
| 10 | Thursday, September 19 | Introduction to Convolutional Neural Networks -II | [Lecture-Slides] [Lecture - Video] | |
| 11 | Tuesday, September 24 | Introduction to Convolutional Neural Networks -III Training Convolutional Neural Networks-I | [Lecture-Slides] [Lecture - Video] | |
| 12 | Thursday, September 26 | Training Convolutional Neural Networks-II | [Lecture-Slides] [Lecture - Video] | |
| 13 | Tuesday, October 1 | PyTorch Tutorial | [Lecture-Slides] [Lecture - Video] | |
| UCF HPC GPU Accounts presentation | Dr. R. Paul Wiegand Slides Video | |||
| 14 | Thursday, October 3 | Features-I | [Lecture-Slides] [Lecture - Video] | |
| 15 | Tuesday, October 15 | Features-II | [Lecture-Slides] [Lecture - Video] | |
| 17 | Thursday, October 17 | Autoencoders | [Lecture-Slides] [Lecture - Video] | |
| Tuesday, October 22 | Mid-Term Exam | During class | ||
| 18 | Thursday, October 24 | Autoencoders | [Lecture-Slides] [Lecture - Video] | |
| 19 | Tuesday, October 29 | Classification-I | [Lecture-Slides] [Lecture - Video] | |
| 20 | Thursday, October 31 | Classification-II | [Lecture-Slides] [Lecture - Video] | |
| 21 | Tuesday, November 5 | Object Detection - I | [Lecture-Slides] [Lecture - Video] | |
| 22 | Thursday, November 7 | Object Detection - II | [Lecture-Slides] [Lecture - Video] | |
| 23 | Tuesday, November 12 | Image Segmentation-I | [Lecture-Slides] [Lecture - Video] | |
| 24 | Thursday, November 14 | Image Segmentation-II | [Lecture-Slides] [Lecture - Video] | |
| 25 | Tuesday, November 19 | Image Segmentation-III | [Lecture-Slides] [Lecture - Video] | |
| 26 | Thursday, November 21 | Semantic Segmentation | [Lecture-Slides] [Lecture - Video] | |
| 27 | Tuesday, November 26 | Instance Segmentation | [Lecture-Slides] [Lecture - Video] | |
| 28 | Thursday, November 28 | Advance topics | ||
| Tuesday, December 3 | Final Exam | 1:00PM - 3:00PM | ||