{"id":18710897,"url":"https://github.com/sayamalt/face-mask-detection","last_synced_at":"2026-04-15T14:34:51.358Z","repository":{"id":133944965,"uuid":"526275863","full_name":"SayamAlt/Face-Mask-Detection","owner":"SayamAlt","description":"Successfully trained a deep learning model using CNN which can predict to a great level of accuracy whether a given person is wearing a mask or not.","archived":false,"fork":false,"pushed_at":"2022-11-13T10:30:48.000Z","size":53,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2024-12-28T08:09:54.711Z","etag":null,"topics":["computer-vision","convolutional-neural-networks","face-mask-detection","keras","opencv","tensorflow"],"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/SayamAlt.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":"2022-08-18T15:48:39.000Z","updated_at":"2022-10-11T19:50:30.000Z","dependencies_parsed_at":null,"dependency_job_id":"7cc914d3-002f-4527-823a-830eecd3305c","html_url":"https://github.com/SayamAlt/Face-Mask-Detection","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SayamAlt%2FFace-Mask-Detection","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SayamAlt%2FFace-Mask-Detection/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SayamAlt%2FFace-Mask-Detection/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/SayamAlt%2FFace-Mask-Detection/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/SayamAlt","download_url":"https://codeload.github.com/SayamAlt/Face-Mask-Detection/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":239576612,"owners_count":19662109,"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":["computer-vision","convolutional-neural-networks","face-mask-detection","keras","opencv","tensorflow"],"created_at":"2024-11-07T12:36:09.509Z","updated_at":"2025-11-09T14:30:18.774Z","avatar_url":"https://github.com/SayamAlt.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Face-Mask-Detection\n\nSuccessfully trained a deep learning model using convolutional neural networks which can predict to a great level of accuracy whether a given person is wearing a mask or not.\n\n![Face Mask Detection](https://929687.smushcdn.com/2633864/wp-content/uploads/2020/04/face_mask_detection_result01.jpg?lossy=1\u0026strip=1\u0026webp=1)\n![Face Mask Detection](https://www.researchdive.com/blogImages/NfBEa3zk4o.jpeg)\n\n## Dataset Used\n\nLink: https://www.kaggle.com/datasets/ashishjangra27/face-mask-12k-images-dataset\n\n## Context\n\nThis dataset is used for Face Mask Detection Classification with images. The dataset consists of almost 12K images which are almost 328.92MB in size.\n\n## Technologies Used\n\n\u003cul\u003e\n  \u003cli\u003eKeras\u003c/li\u003e\n  \u003cli\u003eTensorflow\u003c/li\u003e\n  \u003cli\u003eScikit-learn\u003c/li\u003e\n  \u003cli\u003eNumpy\u003c/li\u003e\n  \u003cli\u003ePandas\u003c/li\u003e\n  \u003cli\u003eMatplotlib\u003c/li\u003e\n  \u003cli\u003eSeaborn\u003c/li\u003e\n  \u003cli\u003eOpenCV\u003c/li\u003e\n  \u003cli\u003ePillow(PIL)\u003c/li\u003e\n  \u003cli\u003eImutils\u003c/li\u003e\n\u003c/ul\u003e\n\n## Acknowledgements\n\nAll the images with the face mask (~6K) are scrapped from google search and all the images without the face mask are preprocessed from the CelebFace dataset created by Jessica Li. Thank you so much Jessica for providing a wonderful dataset to the community.\n\n## Inspiration\n\nThe inspiration behind creating this dataset is to create an algorithm that can directly detect if a person is wearing a face mask or not. So the images have been scraped from Google as well as from the CelebFace dataset created by Jessica Li to make this happen.\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsayamalt%2Fface-mask-detection","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fsayamalt%2Fface-mask-detection","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fsayamalt%2Fface-mask-detection/lists"}