{"id":17018216,"url":"https://github.com/rashadgarayev/2dconvolution","last_synced_at":"2025-03-22T16:11:19.432Z","repository":{"id":192344916,"uuid":"239520151","full_name":"RashadGarayev/2DConvolution","owner":"RashadGarayev","description":"2D Convolution in Image Processing","archived":false,"fork":false,"pushed_at":"2020-02-11T17:57:52.000Z","size":3452,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-01-27T16:47:40.205Z","etag":null,"topics":["convolution-numpy","image-processing-python","kernels","python-computer-vision"],"latest_commit_sha":null,"homepage":null,"language":"Jupyter Notebook","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"mit","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/RashadGarayev.png","metadata":{"files":{"readme":"README.md","changelog":null,"contributing":null,"funding":null,"license":"LICENSE","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null,"governance":null}},"created_at":"2020-02-10T13:36:56.000Z","updated_at":"2020-02-11T17:57:54.000Z","dependencies_parsed_at":"2023-09-04T10:34:54.098Z","dependency_job_id":null,"html_url":"https://github.com/RashadGarayev/2DConvolution","commit_stats":null,"previous_names":["rashadgarayev/2dconvolution"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RashadGarayev%2F2DConvolution","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RashadGarayev%2F2DConvolution/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RashadGarayev%2F2DConvolution/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RashadGarayev%2F2DConvolution/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/RashadGarayev","download_url":"https://codeload.github.com/RashadGarayev/2DConvolution/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":244982044,"owners_count":20542300,"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":["convolution-numpy","image-processing-python","kernels","python-computer-vision"],"created_at":"2024-10-14T06:44:56.369Z","updated_at":"2025-03-22T16:11:19.412Z","avatar_url":"https://github.com/RashadGarayev.png","language":"Jupyter Notebook","readme":"# Convolution with Python(numpy and scikit-image)\n\n\nTo show objects distinctly using the deep learning which is the actively using for last years. In this subject I have tried to show how to apply functions , passing through active functions. In the near future, we will gain in-depth knowledge of the results we have obtained in addition to these codes by developing an artificial neural network with a numpy library\n\n\n### Requirements\npython 3   \nnumpy 1.13.3  \nscikit-image  \nmatplotlib 2.1.0\n\n## Installation ##\n\u003e\n    $ cd 2DConvolution\n    $ pip3 install -r requirements.txt\n\n\n### Data Visualization using Matplotlib\n\n### for linux\n\n\u003e\n    $ sudo apt-get install build-essential\n    $ sudo apt-get install qtcreator\n    $ sudo apt-get install qt5-default \n\n\n---------------------------------------------------\n---------------------------------------------------\n\n\n\n## Usage\n  \n\n\n```python3 main.py```  \n\n![Conv](data/Conv1.png)\n-------------------------------\n\n![Conv](data/Conv.png)\n----------\n\n# Kernel\n* filter 3x3 \n\n![](data/algo.gif)\n\n## Reference\n\n* http://szeliski.org/Book/drafts/SzeliskiBook_20100903_draft.pdf\n* https://en.wikipedia.org/wiki/Kernel_(image_processing)\n \n","funding_links":[],"categories":[],"sub_categories":[],"project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frashadgarayev%2F2dconvolution","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Frashadgarayev%2F2dconvolution","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frashadgarayev%2F2dconvolution/lists"}