https://github.com/mathworks-teaching-resources/deep-learning-for-image-processing
Teaching and learning deep learning in the context of digital image processing
https://github.com/mathworks-teaching-resources/deep-learning-for-image-processing
Last synced: 10 months ago
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Teaching and learning deep learning in the context of digital image processing
- Host: GitHub
- URL: https://github.com/mathworks-teaching-resources/deep-learning-for-image-processing
- Owner: MathWorks-Teaching-Resources
- License: other
- Created: 2021-04-14T17:47:44.000Z (over 4 years ago)
- Default Branch: main
- Last Pushed: 2023-09-29T13:15:20.000Z (over 2 years ago)
- Last Synced: 2025-01-23T17:57:36.088Z (12 months ago)
- Size: 46.8 MB
- Stars: 11
- Watchers: 5
- Forks: 3
- Open Issues: 1
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Metadata Files:
- Readme: README.md
- License: LICENSE.txt
- Security: SECURITY.md
Awesome Lists containing this project
README
# Teaching digital image processing using deep learning with MATLAB®
[](https://www.mathworks.com/matlabcentral/fileexchange/90496-deep-learning-for-image-processing)
[](https://matlab.mathworks.com/open/github/v1?repo=MathWorks-Teaching-Resources/deep-learning-for-image-processing)
## Introduction
This repository contains two lecture modules for image processing using deep learning techniques:
* Image denoising using deep learning
* Semantic image segmentation using deep learning
It is recommended that these modules are introduced in an (elective) image processing class.
## Content
Each module consists of the following material:
* Lecture slides (.pdf, power point slides provided upon request)
* Homework assignment (MATLAB live script)
* Homework assignment solution (MATLAB live script, provided upon request)
* Detailed homework assignment instructions for students
* Detailed homework assignment instructions for instructors (provided upon request)
The following materials are also provided for further guidance:
* Syllabus
* Instructions on using image labeler
* A guided tour to image processing using deep learning with MATLAB
* Term project ideas for image processing using deep learning (provided upon request)
## Contact
Any questions or comments, requests for the instructor copies should be addressed to [ai-education-contact@group.mathworks.com](mailto:ai-education-contact@group.mathworks.com).