CAP5415 – Computer Vision
(3 Credit Hours)
Fall 2021
[ Home | Schedule | Course Material | Grading Policy | Projects ]
This schedule is preliminary and will be updated as we progress.
| Lecture | Date | Topic | Course material | Notes |
|---|---|---|---|---|
| 1 | Tue, 08/24/2021 | Introduction to Computer Vision | Slides Video [Lecture] Video [Administrative] | |
| 2 | Thu, 08/26/2021 | Introduction to Computer Vision-II Linear Algebra | Slides [Introduction to Computer Vision] Slides [Linear Algebra] Video [Introduction to Computer Vision] Video [Linear Algebra] | |
| 3 | Tue, 08/31/2021 | Linear Algebra-II | Slides [Linear Algebra] Video [Linear Algebra-II] | |
| 4 | Thu, 09/02/2021 | No lecture | No class Game Day! | |
| 5 | Tue, 09/07/2021 | Image Filtering-I | Slides [Image Filtering] Video [Image Filtering-I] | |
| 6 | Thu, 09/09/2021 | Image Filtering-II | Slides [Image Filtering] Video [Image Filtering-II] | |
| 7 | Tue, 09/14/2021 | Edge Detection - I | Slides [Part-I, Part-II] Video [Edge Detection-I] | |
| 8 | Thu, 09/16/2021 | Edge Detection-II Introduction to Neural Networks-I | Slides [Edge Detection-II] Video [Edge Detection-II] Slides [Intro to NN-I] Video [Intro to NN-I] | |
| 9 | Tue, 09/21/2021 | Introduction to Neural Networks-II Introduction to Convolutional Neural Networks -I | Slides [Intro to NN-II] Video [Intro to NN-II] Slides [Intro to CNN-I] Video [Intro to CNN-I] | |
| 10 | Thu, 09/23/2021 | Introduction to Convolutional Neural Networks -II | Slides [Intro to CNN-II] Video [Intro to CNN-II] | |
| 11 | Tue, 09/28/2021 | Introduction to Convolutional Neural Networks -III Training Convolutional Neural Networks-I | Slides [Intro to CNN-III] Video [Intro to CNN-III] Slides [Training CNN-I] Video [Training CNN-I] | |
| 12 | Thu, 09/30/2021 | Training Convolutional Neural Networks-II | Slides [Training CNN-II] Video [Training CNN-II] | |
| 13 | Tue, 10/05/2021 | PyTorch Tutorial-I | Slides [PyTorch Tutorial-I] Video [PyTorch Tutorial-I] | |
| UCF HPC GPU Accounts presentation | Dr. R. Paul Wiegand Slides Video | |||
| 14 | Thu, 10/07/2021 | PyTorch Tutorial-II | Slides [PyTorch Tutorial-II] Video [PyTorch Tutorial-II] | |
| 15 | Tue, 10/12/2021 | Features-I | Slides [Features-I] Video [Features-I] | |
| 16 | Thu, 10/14/2021 | Features-II | Slides [Features-II] Video [Features-II] | |
| 17 | Tue, 10/19/2021 | Features-III | Slides [Features-III] Video [Features-III] | |
| Thu, 10/21/2021 | Mid-Term Exam | During class | ||
| 18 | Tue, 10/26/2021 | Autoencoders | Slides [Autoencoder] Video [Autoencoder] | |
| 19 | Thu, 10/28/2021 | Classification-I | Slides [Classification-I] Video [Classification-I] | |
| 20 | Tue, 11/02/2021 | Classification-II | Slides [Classification-II] Video [Classification-II] | |
| 21 | Thu, 11/04/2021 | Object Detection - I | Slides [Object Detection - I] Video [Object Detection - I] | |
| 22 | Tue, 11/09/2021 | Object Detection - II | Slides [Object Detection - II] Video [Object Detection - II] | |
| 23 | Thu, 11/11/2021 | Veterans Day | ||
| 24 | Tue, 11/16/2021 | Object Detection - III | Slides [Object Detection - II] Video [Object Detection - II] | |
| 25 | Thu, 11/18/2021 | Image Segmentation-I | Slides [Image Segmentation - I] Video [Image Segmentation -I] | |
| 26 | Tue, 11/23/2021 | Image Segmentation-II | Slides [Image Segmentation - II] Video [Image Segmentation -II] | |
| Thu, 11/25/2021 | Thanksgiving Holiday | |||
| 27 | Tue, 11/30/2021 | Semantic Segmentation | Slides [Semantic Segmentation] Video [Semantic Segmentation] | |
| Thu, 12/02/2021 | Instance Segmentation | Slides [Instance Segmentation] Video [Instance Segmentation] | ||
| Thu, 12/09/2021 | Final Exam | 4:00 PM - 6:50 PM | ||