{"id":23200530,"url":"https://github.com/bayunova28/face_mask_detection","last_synced_at":"2026-04-18T09:34:07.398Z","repository":{"id":157263936,"uuid":"441923936","full_name":"Bayunova28/Face_Mask_Detection","owner":"Bayunova28","description":"This repository contains about my personal project to build face mask detection","archived":false,"fork":false,"pushed_at":"2022-05-06T12:10:24.000Z","size":2268,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-07-06T14:07:24.337Z","etag":null,"topics":["face-mask-detection","opencv","python"],"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/Bayunova28.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":"2021-12-26T15:31:21.000Z","updated_at":"2021-12-30T14:51:19.000Z","dependencies_parsed_at":"2024-08-15T11:01:50.908Z","dependency_job_id":null,"html_url":"https://github.com/Bayunova28/Face_Mask_Detection","commit_stats":null,"previous_names":[],"tags_count":1,"template":false,"template_full_name":null,"purl":"pkg:github/Bayunova28/Face_Mask_Detection","repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Bayunova28%2FFace_Mask_Detection","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Bayunova28%2FFace_Mask_Detection/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Bayunova28%2FFace_Mask_Detection/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Bayunova28%2FFace_Mask_Detection/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Bayunova28","download_url":"https://codeload.github.com/Bayunova28/Face_Mask_Detection/tar.gz/refs/heads/main","sbom_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Bayunova28%2FFace_Mask_Detection/sbom","scorecard":null,"host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":286080680,"owners_count":31964001,"icon_url":"https://github.com/github.png","version":null,"created_at":"2022-05-30T11:31:42.601Z","updated_at":"2026-04-18T00:39:45.007Z","status":"online","status_checked_at":"2026-04-18T02:00:07.018Z","response_time":103,"last_error":null,"robots_txt_status":"success","robots_txt_updated_at":"2025-07-24T06:49:26.215Z","robots_txt_url":"https://github.com/robots.txt","online":true,"can_crawl_api":true,"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":["face-mask-detection","opencv","python"],"created_at":"2024-12-18T15:11:40.800Z","updated_at":"2026-04-18T09:34:02.389Z","avatar_url":"https://github.com/Bayunova28.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Face Mask Detection\n\u003cimg src=\"https://github.com/Bayunova28/Face_Mask_Detection/blob/main/Images/mask-detection-sample.jpg\" width=\"1100\"\u003e\n\n\u003cp align=\"justify\"\u003eFace mask detection involves detecting the location of the face and then determining whether it has a mask on it or not. The issue is proximate cognate to general object detection to detect the classes of objects. Face identification categorically deals with distinguishing a specific group of entities Face. It has numerous applications, such as autonomous driving, education, surveillance etc. In this project we are using a simplified approach to serve the above purpose using the basic Machine Learning (ML) packages such as TensorFlow, Keras and OpenCV.\u003cp\u003e\n\n## Additional Files\n* [Haarcascade Frontal Face Default](https://github.com/Bayunova28/Face_Mask_Detection/blob/main/haarcascade_frontalface_default.xml)\n* [Training Model](https://github.com/Bayunova28/Face_Mask_Detection/blob/main/TrainingModel.h5)\n\n## Install Package\nMake sure you have opencv, numpy, warnings, keras and tensorflow  installed. If not install them using pip\n```python\npip install --upgrade warnings\npip install numpy\npip install tensorflow\npip install keras\npip install opencv-python\n```\n\n## References\n* [A Deep Learning Model for Face Mask Detection](https://www.researchgate.net/profile/Abd-El-Aziz-Ahmed-3/publication/355827770_A_Deep_Learning_Model_for_Face_Mask_Detection/links/618055feeef53e51e119c57d/A-Deep-Learning-Model-for-Face-Mask-Detection.pdf)\n* [Facial Recognition and Face Mask Detection Using Machine Learning Techniques](https://digitalcommons.montclair.edu/cgi/viewcontent.cgi?article=1729\u0026context=etd)\n* [Face Mask Detection Using Convolutional Neural Network (CNN)](https://easychair.org/publications/preprint_download/91Sc)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbayunova28%2Fface_mask_detection","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbayunova28%2Fface_mask_detection","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbayunova28%2Fface_mask_detection/lists"}