{"id":26155614,"url":"https://github.com/nobody-1321/learn-image-processing","last_synced_at":"2025-06-11T17:36:41.185Z","repository":{"id":268831431,"uuid":"904930928","full_name":"Nobody-1321/Learn-Image-Processing","owner":"Nobody-1321","description":"image processing examples.  \"Documentation will be added soon\" ","archived":false,"fork":false,"pushed_at":"2025-03-11T04:24:21.000Z","size":29986,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-03-11T05:24:45.664Z","etag":null,"topics":["image-processing","maths","opencv"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":null,"status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/Nobody-1321.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":null,"code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null,"roadmap":null,"authors":null,"dei":null,"publiccode":null,"codemeta":null}},"created_at":"2024-12-17T20:32:16.000Z","updated_at":"2025-03-11T04:24:25.000Z","dependencies_parsed_at":"2025-02-26T07:29:52.914Z","dependency_job_id":"7be983b3-7384-4738-855c-062407d87d83","html_url":"https://github.com/Nobody-1321/Learn-Image-Processing","commit_stats":null,"previous_names":["nobody-1321/image-processing-examples","nobody-1321/learn-image-processing"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Nobody-1321%2FLearn-Image-Processing","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Nobody-1321%2FLearn-Image-Processing/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Nobody-1321%2FLearn-Image-Processing/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Nobody-1321%2FLearn-Image-Processing/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Nobody-1321","download_url":"https://codeload.github.com/Nobody-1321/Learn-Image-Processing/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243004117,"owners_count":20220237,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2022-07-04T15:15:14.044Z","host_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub","repositories_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories","repository_names_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repository_names","owners_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners"}},"keywords":["image-processing","maths","opencv"],"created_at":"2025-03-11T08:57:35.950Z","updated_at":"2025-06-11T17:36:41.177Z","avatar_url":"https://github.com/Nobody-1321.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Image Processing\n\nImage processing is a fascinating field that blends mathematics, algorithms, and computer science to enhance and analyze images. While it can be complex, understanding the fundamental techniques makes it an exciting and rewarding area to explore.\n\nThis repository is designed for educational purposes, focusing on teaching the algorithms behind image processing rather than providing highly optimized code. The implementations prioritize clarity and readability to help learners grasp the core concepts without unnecessary complexity. \n\nIf you're interested in learning more about image processing techniques, the algorithms behind them, and their applications as implemented in this repository, visit the blog below:\n\n[Learn Image Processing - Medium Page](https://medium.com/@fjzavala/list/image-processing-ae410f2c03c1)\n\n[Fundamentals of Image Processing and Computer Vision](https://medium.com/@fjzavala/fundamentals-of-image-processing-and-computer-vision-6ba4bc8cc4b4)\n\n[Image histogram analysis.](https://medium.com/@fjzavala/image-histogram-analysis-e2f65635309d)\n\n[Image histogram equalization algorithm.](https://medium.com/@fjzavala/image-histogram-equalization-algorithm-f9be303b04be)\n\n[Histogram equalization CLAHE algorithm.](https://medium.com/@fjzavala/histogram-equalization-clahe-algorithm-8841d402fc76)\n\n[Connected Component Labeling.](https://medium.com/@fjzavala/connected-component-labeling-9bfa464acf01)\n\n[Spatial domain filtering -Gaussian filter.](https://medium.com/@fjzavala/spatial-domain-filtering-gaussian-filter-188c38fef22e)\n\n[Convolution and Gaussian Filters: Theory and Applications in Digital Images.](https://medium.com/@fjzavala/gradient-and-second-derivative-in-images-fundamentals-and-efficient-applications-46832da5c75f)\n\n[Nonlinear Filters in Image Processing.](https://medium.com/imagecraft/nonlinear-filters-in-image-processing-18bb01720983)\n\n---\n\n## Build \u0026 Run\n\n### Dependencies\nMake sure you have the following libraries installed before running the code:\n\n- OpenCV  \n- NumPy  \n- Matplotlib  \n- SciPy  \n\n---\n\n## Recommended Resources  \n\nIf you want to dive deeper into image processing, here are some great books, websites, and research papers:  \n\n### Books  \n- **Stan Birchfield** - *Image Processing and Analysis* (2018)  \n- **Rafael C. Gonzalez \u0026 Richard E. Woods** - *Digital Image Processing* (4th Edition, 2008)  \n\n\n### Websites  \n- [OpenCV Documentation](https://docs.opencv.org/) - Official OpenCV documentation.  \n\n\n### Research Papers  \n---\n\n## Support and Feedback  \nIf you found this repository useful, please consider giving it a ⭐ star and sharing it with others.  \nIt helps me know that the material is valuable and encourages me to keep writing more in-depth articles and explanations on related topics.  \nYour feedback and support are what drive this project forward!\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnobody-1321%2Flearn-image-processing","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fnobody-1321%2Flearn-image-processing","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fnobody-1321%2Flearn-image-processing/lists"}