{"id":24594477,"url":"https://github.com/mohammedsaqibms/convolution_model_step_by_step","last_synced_at":"2025-03-18T04:28:41.918Z","repository":{"id":271079681,"uuid":"912346207","full_name":"MohammedSaqibMS/Convolution_model_Step_by_Step","owner":"MohammedSaqibMS","description":"A step-by-step implementation of core CNN components, including zero-padding, convolution, and pooling layers, inspired by the Deep Learning Specialization.","archived":false,"fork":false,"pushed_at":"2025-02-19T15:59:33.000Z","size":42,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-19T16:42:57.574Z","etag":null,"topics":["convolution","convolutional-neural-networks","deep-learning","deep-learning-specialization","pooling-layers","zero-padding"],"latest_commit_sha":null,"homepage":"","language":"Jupyter Notebook","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/MohammedSaqibMS.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":"2025-01-05T10:16:12.000Z","updated_at":"2025-02-19T15:59:37.000Z","dependencies_parsed_at":"2025-01-05T11:21:34.215Z","dependency_job_id":"3d9f2e93-1824-4335-b0bd-6bc42d6fbf3e","html_url":"https://github.com/MohammedSaqibMS/Convolution_model_Step_by_Step","commit_stats":null,"previous_names":["mohammedsaqibms/convolution_model_step_by_step"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MohammedSaqibMS%2FConvolution_model_Step_by_Step","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MohammedSaqibMS%2FConvolution_model_Step_by_Step/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MohammedSaqibMS%2FConvolution_model_Step_by_Step/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/MohammedSaqibMS%2FConvolution_model_Step_by_Step/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/MohammedSaqibMS","download_url":"https://codeload.github.com/MohammedSaqibMS/Convolution_model_Step_by_Step/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":244155902,"owners_count":20407435,"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","convolutional-neural-networks","deep-learning","deep-learning-specialization","pooling-layers","zero-padding"],"created_at":"2025-01-24T11:15:02.640Z","updated_at":"2025-03-18T04:28:41.912Z","avatar_url":"https://github.com/MohammedSaqibMS.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# 🧠 Convolutional Neural Networks: Step by Step\n\nWelcome to the **Convolutional Neural Networks: Step by Step** repository! 🚀 This project provides an in-depth implementation of foundational concepts in Convolutional Neural Networks (CNNs), including zero-padding, convolutional steps, forward propagation, and pooling layers. \n\nThis repository is an excellent resource for anyone looking to understand the mechanics of CNNs through practical coding examples. 💻✨\n\n## 🙌 Acknowledgments\n\nSpecial thanks to the amazing team at [DeepLearning.AI](https://www.deeplearning.ai/courses/deep-learning-specialization/) for their educational resources and inspiration. This repository is built upon concepts taught in their **Deep Learning Specialization** course. 🎓📚\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmohammedsaqibms%2Fconvolution_model_step_by_step","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fmohammedsaqibms%2Fconvolution_model_step_by_step","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fmohammedsaqibms%2Fconvolution_model_step_by_step/lists"}