{"id":21478429,"url":"https://github.com/mathworks-teaching-resources/deep-learning-for-image-processing","last_synced_at":"2025-03-17T08:24:36.574Z","repository":{"id":109700523,"uuid":"357993418","full_name":"MathWorks-Teaching-Resources/deep-learning-for-image-processing","owner":"MathWorks-Teaching-Resources","description":"Teaching and learning deep learning in the context of digital image 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Teaching digital image processing using deep learning with MATLAB®\n[![View deep-learning-for-image-processing on File Exchange](https://www.mathworks.com/matlabcentral/images/matlab-file-exchange.svg)](https://www.mathworks.com/matlabcentral/fileexchange/90496-deep-learning-for-image-processing)\n[![Open in MATLAB Online](https://www.mathworks.com/images/responsive/global/open-in-matlab-online.svg)](https://matlab.mathworks.com/open/github/v1?repo=MathWorks-Teaching-Resources/deep-learning-for-image-processing)\n\n## Introduction\n\nThis repository contains two lecture modules for image processing using deep learning techniques:\n* Image denoising using deep learning\n* Semantic image segmentation using deep learning\n\nIt is recommended that these modules are introduced in an (elective) image processing class. \n\n## Content\nEach module consists of the following material: \n* Lecture slides (.pdf, power point slides provided upon request)\n* Homework assignment (MATLAB live script)\n* Homework assignment solution (MATLAB live script, provided upon request)\n* Detailed homework assignment instructions for students\n* Detailed homework assignment instructions for instructors (provided upon request)\n\nThe following materials are also provided for further guidance:\n* Syllabus\n* Instructions on using image labeler\n* A guided tour to image processing using deep learning with MATLAB\n* Term project ideas for image processing using deep learning (provided upon request)\n\n## Contact\nAny 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).  \n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmathworks-teaching-resources%2Fdeep-learning-for-image-processing","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmathworks-teaching-resources%2Fdeep-learning-for-image-processing","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmathworks-teaching-resources%2Fdeep-learning-for-image-processing/lists"}