{"id":15704493,"url":"https://github.com/ksdkamesh99/face-mask-detection","last_synced_at":"2025-05-07T23:03:35.274Z","repository":{"id":40961115,"uuid":"263320878","full_name":"ksdkamesh99/Face-Mask-Detection","owner":"ksdkamesh99","description":"A Deep learning flask based application used to predict whether Person is having mask  to his face or not ","archived":false,"fork":false,"pushed_at":"2022-12-08T09:52:17.000Z","size":63616,"stargazers_count":21,"open_issues_count":10,"forks_count":5,"subscribers_count":2,"default_branch":"master","last_synced_at":"2025-03-31T15:01:03.367Z","etag":null,"topics":["covid19-projects","face-mask-detection","python-3","vgg16"],"latest_commit_sha":null,"homepage":"","language":"HTML","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/ksdkamesh99.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}},"created_at":"2020-05-12T11:45:27.000Z","updated_at":"2024-04-13T17:59:22.000Z","dependencies_parsed_at":"2023-01-25T06:15:40.995Z","dependency_job_id":null,"html_url":"https://github.com/ksdkamesh99/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/ksdkamesh99%2FFace-Mask-Detection","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ksdkamesh99%2FFace-Mask-Detection/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ksdkamesh99%2FFace-Mask-Detection/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/ksdkamesh99%2FFace-Mask-Detection/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/ksdkamesh99","download_url":"https://codeload.github.com/ksdkamesh99/Face-Mask-Detection/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":252968114,"owners_count":21833251,"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":["covid19-projects","face-mask-detection","python-3","vgg16"],"created_at":"2024-10-03T20:12:09.056Z","updated_at":"2025-05-07T23:03:35.254Z","avatar_url":"https://github.com/ksdkamesh99.png","language":"HTML","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Face-Mask-Detection\n\n\u003cp align=\"center\"\u003e\n  \u003ca href=\"https://github.com/ksdkamesh99/Face-Mask-Detection\"\u003e\n    \u003cimg src=\"https://i.pinimg.com/236x/db/d2/0f/dbd20f5f7bdb931ac9183f140a1ad3d1.jpg\" alt=\"Logo\" width=\"150\" height=\"150\"\u003e\n  \u003c/a\u003e\n\n## 📌 Introduction\n\nThis Deep Learning Web Application utilizes a Convolutional Neural Network to process the person Images and predict if their Mask is ON/OFF accuracy of nearly 98%.\nHere this model is made by a pretrained model VGG16.\n## 🎯 Purpose of the Project\nAs Social Distancing is only tool to prevent COVID-19 wearing face masks is compulsory.\nTo monitor the mass no of people whether they wear a mask or not I came up with a solution using deep learning\nHere I can used Convulutional Nueral Networks(CNN) to predict whether the person is wearing the mask or not .\nI took the person images with and with_out masks through web scraping and started working on it. the dataset consists of nearly 2000.\n\nOur Model performs fairly well with an accuracy of 98% and an F1 Score of 97%. This provides a handy tool to utilize the power of Machine Learning and Artificial Intelligence in Binary Classification Problems where time and accuracy is the paramount objective of classification.\n\n## 🏁 Technology Stack\n\n* [Flask](https://github.com/pallets/flask)\n* [HTML](https://www.w3.org/TR/html52/)\n* [CSS](https://developer.mozilla.org/en-US/docs/Web/CSS)\n* [Bootstrap](https://getbootstrap.com/)\n* [Tensorflow](https://www.tensorflow.org/)\n* [Keras](http://keras.io/)\n\n## 🏃‍♂️ Local Installation\n\n1. Drop a ⭐ on the Github Repository. \n2. Clone the Repo by going to your local Git Client and pushing in the command: \n\n```sh\nhttps://github.com/ksdkamesh99/Face-Mask-Detection.git\n```\n\n3. Install the Packages: \n```sh\npip install -r requirements.txt\n```\n\n4. At last, push in the command:\n```sh\npython app.py\n```\n\n5. Go to ` http://127.0.0.1:5000/` and enjoy the application.  \n\n6. Examples are provided in the directory You can try using them.  \n\n7. Some screenshots of the application are mentioned Below.  \n\n## 📜 Screenshots\n\n1. Home Page.   \n![home](home.png)\n\n2. About Page.  \n![about](about.png)\n\n3. Predictions Page/Result Page.  \n\n   i. Narendra Modi With Mask.  \n![narendra](modi.png)\n   ii. Donald Trump without Mask.  \n![trump](trump.png)\n\n## Future Work to do:-\n1 . To convert the application to asyncronous way by using ajax call.  \n2 . To deploy the application in AWS/GCP Platform for beter reach.\n\n## Contact:-\nFor any kind of suggesstions/ help in model code Please mail me at ksdkamesh99@gmail.com.\n## 📜 LICENSE\n[MIT](https://github.com/ksdkamesh99/Face-Mask-Detection/blob/master/LICENSE)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fksdkamesh99%2Fface-mask-detection","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fksdkamesh99%2Fface-mask-detection","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fksdkamesh99%2Fface-mask-detection/lists"}