{"id":27242359,"url":"https://github.com/animikhaich/facial-recognition-dashboard","last_synced_at":"2025-04-10T20:19:23.891Z","repository":{"id":39610572,"uuid":"254993938","full_name":"animikhaich/Facial-Recognition-Dashboard","owner":"animikhaich","description":"A flask app to give a demo of Facial Recognition - Deployed with Live Demo.","archived":false,"fork":false,"pushed_at":"2022-05-31T05:03:29.000Z","size":7620,"stargazers_count":15,"open_issues_count":1,"forks_count":4,"subscribers_count":1,"default_branch":"master","last_synced_at":"2024-04-18T08:14:16.265Z","etag":null,"topics":["dashboard","face-detection","facial-recognition","flask","flask-application","keras-tensorflow","mtcnn","vggface"],"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/animikhaich.png","metadata":{"files":{"readme":"README.md","changelog":"CHANGELOG.md","contributing":null,"funding":null,"license":"LICENSE.md","code_of_conduct":null,"threat_model":null,"audit":null,"citation":null,"codeowners":null,"security":null,"support":null}},"created_at":"2020-04-12T02:28:02.000Z","updated_at":"2024-01-09T20:00:05.000Z","dependencies_parsed_at":"2022-09-15T21:40:36.696Z","dependency_job_id":null,"html_url":"https://github.com/animikhaich/Facial-Recognition-Dashboard","commit_stats":null,"previous_names":[],"tags_count":1,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/animikhaich%2FFacial-Recognition-Dashboard","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/animikhaich%2FFacial-Recognition-Dashboard/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/animikhaich%2FFacial-Recognition-Dashboard/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/animikhaich%2FFacial-Recognition-Dashboard/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/animikhaich","download_url":"https://codeload.github.com/animikhaich/Facial-Recognition-Dashboard/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":248289597,"owners_count":21078917,"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":["dashboard","face-detection","facial-recognition","flask","flask-application","keras-tensorflow","mtcnn","vggface"],"created_at":"2025-04-10T20:19:23.217Z","updated_at":"2025-04-10T20:19:23.876Z","avatar_url":"https://github.com/animikhaich.png","language":"HTML","funding_links":[],"categories":[],"sub_categories":[],"readme":"[![Release Version][release-shield]][release-url]\n[![Downloads][downloads-shield]][downloads-url]\n[![Contributors][contributors-shield]][contributors-url]\n[![Forks][forks-shield]][forks-url]\n[![Stargazers][stars-shield]][stars-url]\n[![Issues][issues-shield]][issues-url]\n[![MIT License][license-shield]][license-url]\n[![LinkedIn][linkedin-shield]][linkedin-url]\n\n\u003c!-- PROJECT LOGO --\u003e\n\u003cbr /\u003e\n\u003cp align=\"center\"\u003e\n    \u003cimg src=\"readme-assets/facial-recognition.png\" alt=\"Logo\" width=\"150\" height=\"150\"\u003e\n\n  \u003ch2 align=\"center\"\u003eFacial Recognition Dashboard\u003c/h2\u003e\n\n  \u003cp align=\"center\"\u003e\n    A Weekend Project showing off Facial Recognition\n    \u003cbr /\u003e\n    \u003ca href=\"https://github.com/animikhaich/Facial-Recognition-Dashboard/issues/new\"\u003eReport Bug\u003c/a\u003e\n    ·\n    \u003ca href=\"https://github.com/animikhaich/Facial-Recognition-Dashboard/issues/new\"\u003eRequest Feature\u003c/a\u003e\n  \u003c/p\u003e\n\u003c/p\u003e\n\n\n![Facial Recognition Dashboard Homepage][product-screenshot]\n\n\u003c!-- TABLE OF CONTENTS --\u003e\n## Table of Contents\n\n- [Table of Contents](#table-of-contents)\n- [About The Project](#about-the-project)\n  - [Built With](#built-with)\n    - [Frontend](#frontend)\n    - [Backend](#backend)\n    - [Deep Learning](#deep-learning)\n- [Getting Started](#getting-started)\n  - [Prerequisites](#prerequisites)\n  - [Minimum Hardware Requirements](#minimum-hardware-requirements)\n  - [Installation](#installation)\n- [Usage](#usage)\n- [Changelog](#changelog)\n- [Roadmap](#roadmap)\n- [Contributing](#contributing)\n- [License](#license)\n- [Contact](#contact)\n    - [Animikh Aich](#animikh-aich)\n- [Acknowledgements](#acknowledgements)\n\n\n\n\u003c!-- ABOUT THE PROJECT --\u003e\n## About The Project\n\n\nA portfolio style dashboard to show Face Detection and Recognition in action. This is also my first attempt at a full-stack deployment of a Deep Learning based project. \n\nIt does a few fundamental actions:\n- The dashboard provides a UI for the user to interact with the underlying backend\n- The pre-trained MTCNN based Face Detection detects faces and prompts the user to label them\n- The pre-trained VGG Face extracts the facial features from the cropped faces\n- When the user uploads the Query images, Detection and followed by Feature Extraction is done again for the query faces\n- Finally, the similarity is between the labeled faces and the query faces are calculated using Cosine Distance Metric and the best match is displayed with a bounding box and name.\n\n### Built With\nBelow are the languages, libraries and frameworks used for this project\n\n#### Frontend\n* [HTML](https://developer.mozilla.org/en-US/docs/Web/HTML)\n* [CSS](https://developer.mozilla.org/en-US/docs/Web/CSS)\n* [Bootstrap](https://getbootstrap.com)\n* [JavaScript](https://developer.mozilla.org/en-US/docs/Web/JavaScript)\n\n#### Backend\n* [Python](https://www.python.org/)\n* [Flask](https://palletsprojects.com/p/flask/)\n\n#### Deep Learning\n* [Keras](https://keras.io/)\n* [Tensorflow](https://www.tensorflow.org/)\n\n\n\u003c!-- GETTING STARTED --\u003e\n## Getting Started\n\nRunning the code to start the web-server is fairly simple. You can easily follow the steps.\n\n### Prerequisites\n\n- [Python 3](https://www.python.org/)\n- [Git Command Line](https://git-scm.com/)\n\n### Minimum Hardware Requirements\n\n- CPU: 2 Logical Cores (Threads)\n- RAM: 4 GB\n- Storage: 10 GB (Including Dependencies)\n- OS: Linux, Windows, MacOS\n- Internet: 2 Mbps\n\n### Installation\n\n1. Clone the repo\n```sh\ngit clone https://github.com/animikhaich/Facial-Recognition-Dashboard.git\n```\n2. Install Python packages\n```sh\npip install -r requirements.txt\n```\n3. Run the Flask Server\n```sh\npython app.py\n```\n\n\u003c!-- USAGE EXAMPLES --\u003e\n## Usage\n\nThis was a weekend project for me. It's primary purpose is to serve as a demo of Facial Recognition. You can easily modify it as per your needs for a college project.\n\n\u003c!-- CHANGELOG --\u003e\n## Changelog\n\nSee the [Changelog](CHANGELOG.md).\n\n\u003c!-- ROADMAP --\u003e\n## Roadmap\n\nSee the [open issues](https://github.com/animikhaich/Facial-Recognition-Dashboard/issues?q=is%3Aopen) for a list of proposed features (and known issues).\n\n\u003c!-- CONTRIBUTING --\u003e\n## Contributing\n\nContributions are what make the open source community such an amazing place to be learn, inspire, and create. Any contributions you make are **greatly appreciated**.\n\n1. Fork the Project\n2. Create your Feature Branch (`git checkout -b feature/AmazingFeature`)\n3. Commit your Changes (`git commit -m 'Add some AmazingFeature'`)\n4. Push to the Branch (`git push origin feature/AmazingFeature`)\n5. Open a Pull Request\n\n\u003c!-- LICENSE --\u003e\n## License\n\nDistributed under the MIT License. See [LICENSE](LICENSE.md) for more information.\n\n\u003c!-- CONTACT --\u003e\n## Contact\n\n#### Animikh Aich\n- LinkedIn: [Animikh Aich](https://www.linkedin.com/in/animikh-aich/)\n- Email: [animikhaich@gmail.com](mailto:animikhaich@gmail.com)\n- Twitter: [@AichAnimikh](https://twitter.com/AichAnimikh)\n\n\u003c!-- ACKNOWLEDGEMENTS --\u003e\n## Acknowledgements\n* [ipazc - MTCNN](https://github.com/ipazc/mtcnn)\n* [rcmalli - Keras VGGFace](https://github.com/rcmalli/keras-vggface)\n\n\n\u003c!-- MARKDOWN LINKS \u0026 IMAGES --\u003e\n[release-shield]: https://img.shields.io/github/release/animikhaich/Facial-Recognition-Dashboard.svg?style=flat-square\n[release-url]: https://github.com/animikhaich/Facial-Recognition-Dashboard/releases\n[downloads-shield]: https://img.shields.io/github/downloads/animikhaich/Facial-Recognition-Dashboard/total.svg?style=flat-square\n[downloads-url]: https://github.com/animikhaich/Facial-Recognition-Dashboard/releases\n[contributors-shield]: https://img.shields.io/github/contributors/animikhaich/Facial-Recognition-Dashboard.svg?style=flat-square\n[contributors-url]: https://github.com/animikhaich/Facial-Recognition-Dashboard/graphs/contributors\n[forks-shield]: https://img.shields.io/github/forks/animikhaich/Facial-Recognition-Dashboard.svg?style=flat-square\n[forks-url]: https://github.com/animikhaich/Facial-Recognition-Dashboard/network/members\n[stars-shield]: https://img.shields.io/github/stars/animikhaich/Facial-Recognition-Dashboard.svg?style=flat-square\n[stars-url]: https://github.com/animikhaich/Facial-Recognition-Dashboard/stargazers\n[issues-shield]: https://img.shields.io/github/issues/animikhaich/Facial-Recognition-Dashboard.svg?style=flat-square\n[issues-url]: https://github.com/animikhaich/Facial-Recognition-Dashboard/issues\n[license-shield]: https://img.shields.io/github/license/animikhaich/Facial-Recognition-Dashboard.svg?style=flat-square\n[license-url]: https://github.com/animikhaich/Facial-Recognition-Dashboard/blob/master/LICENSE.md\n[linkedin-shield]: https://img.shields.io/badge/-LinkedIn-black.svg?style=flat-square\u0026logo=linkedin\u0026colorB=555\n[linkedin-url]: https://linkedin.com/in/animikh-aich/\n[product-screenshot]: readme-assets/project-page.png\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fanimikhaich%2Ffacial-recognition-dashboard","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fanimikhaich%2Ffacial-recognition-dashboard","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fanimikhaich%2Ffacial-recognition-dashboard/lists"}