{"id":25282520,"url":"https://github.com/akash-peace/face-recognition","last_synced_at":"2026-04-10T01:04:48.192Z","repository":{"id":189581037,"uuid":"357189975","full_name":"Akash-Peace/FACE-RECOGNITION","owner":"Akash-Peace","description":"AJ Face Recognizer project objective is to make a face recognizing model from own dataset of two 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PROJECT LOGO --\u003e\n\u003cp align=\"center\"\u003e\n  \u003cimg src=\"https://github.com/Akash-Peace/FACE-RECOGNITION/blob/main/testing_imgs/fr_logo.png\" alt=\"Logo\" width=\"150\" height=\"150\"\u003e\n  \u003ch3 align=\"center\"\u003eAJ FACE RECOGNIZER\u003c/h3\u003e\n  \u003cp align=\"center\"\u003e\n    \u003ca href=\"https://en.wikipedia.org/wiki/Facial_recognition_system\"\u003e\u003cstrong\u003eA Face Recognition System\u003c/strong\u003e\u003c/a\u003e\n    \u003cbr /\u003e\n    \u003cbr /\u003e\n    \u003ca href=\"https://github.com/Akash-Peace/FACE-RECOGNITION/tree/main/output_imgs_%26_vdos\"\u003eView Predictions\u003c/a\u003e\n    ·\n    \u003ca href=\"https://github.com/Akash-Peace/FACE-RECOGNITION/issues\"\u003eReport Bug\u003c/a\u003e\n    ·\n    \u003ca href=\"https://github.com/Akash-Peace/FACE-RECOGNITION/issues\"\u003eRequest Feature\u003c/a\u003e\n  \u003c/p\u003e\n\u003c/p\u003e\n\n\n\n\u003c!-- TABLE OF CONTENTS --\u003e\n\u003cdetails open=\"open\"\u003e\n  \u003csummary\u003eTable of Contents\u003c/summary\u003e\n  \u003col\u003e\n    \u003cli\u003e\u003ca href=\"#about-the-project\"\u003eAbout The Project\u003c/a\u003e\u003c/li\u003e\n    \u003cli\u003e\u003ca href=\"#built-with\"\u003eBuilt With\u003c/a\u003e\u003c/li\u003e\n    \u003cli\u003e\u003ca href=\"#powered-by\"\u003ePowered By\u003c/a\u003e\u003c/li\u003e\n    \u003cli\u003e\u003ca href=\"#data\"\u003eData\u003c/a\u003e\u003c/li\u003e\n    \u003cli\u003e\u003ca href=\"#license\"\u003eLicense\u003c/a\u003e\u003c/li\u003e\n    \u003cli\u003e\u003ca href=\"#my-system-spec\"\u003eMy System Spec\u003c/a\u003e\u003c/li\u003e\n    \u003cli\u003e\u003ca href=\"#contact\"\u003eContact\u003c/a\u003e\u003c/li\u003e\n  \u003c/ol\u003e\n\u003c/details\u003e\n\n\n\n\u003c!-- ABOUT THE PROJECT --\u003e\n## About The Project\n\nAJ Face Recognizer project objective is to make a face recognizing model from own dataset of two faces which one is [Arya Stark](https://en.wikipedia.org/wiki/Arya_Stark) and the another one is [Jon Snow](https://en.wikipedia.org/wiki/Jon_Snow_(character)). First of all, Image processing is done with [Pillow](https://python-pillow.org/) and [OpenCV](https://opencv.org/). For dataset, face extraction and face embeddings are done with [MTCNN](https://pypi.org/project/mtcnn/) and [FaceNet_Keras](https://keras.io/). Final model is trained by Support Vector Machine's SVC(Linear) from [Scikit-learn](https://scikit-learn.org/stable/) and Precdictions are applicable for both images and videos. [MIT](https://github.com/Akash-Peace/FACE-RECOGNITION/blob/main/LICENSE) licenses this project and it is free to use, fork, modify and distribute. If you like this project, give a _star_ and follow me.\n\n## Built With\n\n* [Python](https://www.python.org/)\n\n## Powered By\n\n* [Numpy](https://numpy.org/)\n* [OpenCV](https://opencv.org/)\n* [Matplotlib](https://matplotlib.org/)\n* [Keras](https://keras.io/)\n* [Scikit-learn](https://scikit-learn.org/stable/)\n* [MTCNN](https://pypi.org/project/mtcnn/)\n* [Pillow](https://python-pillow.org/)\n* [Pickle](https://docs.python.org/3/library/pickle.html#module-pickle)\n\n\n## Data\n\n* [Result data](https://github.com/Akash-Peace/FACE-RECOGNITION/tree/main/output_imgs_%26_vdos)\n* [Test data](https://github.com/Akash-Peace/FACE-RECOGNITION/tree/main/testing_imgs)\n* [Trained data](https://github.com/Akash-Peace/FACE-RECOGNITION/tree/main/fr_datasets)\n* [Classified data](https://github.com/Akash-Peace/FACE-RECOGNITION/tree/main/face_extracted)\n* [Unclassified data](https://github.com/Akash-Peace/FACE-RECOGNITION/tree/main/face_extracted_all)\n* [Original data](https://github.com/Akash-Peace/FACE-RECOGNITION/tree/main/img_data)\n\n\u003c!-- LICENSE --\u003e\n## License\n\nDistributed under the MIT License. See [LICENSE](https://github.com/Akash-Peace/FACE-RECOGNITION/blob/main/LICENSE) for more information.\n\n\n## My System Spec\n\n**OS:** [Pop!_os](https://pop.system76.com/)\\\n**Model:** Acer Aspire 5 A515-51G\\\n**Processor:** Intel i5 7th gen\\\n**Ram:** DDR4 8gb\\\n**Disk:** HDD 100gb\n\n\n\u003c!-- CONTACT --\u003e\n## Contact\n\nAkash.A,\\\nComputer Science Engineer,\\\nakashcse2000@gmail.com,\\\n8608550403,\\\nChennai.\n\n\n![GitHub metrics](https://metrics.lecoq.io/Akash-Peace)  \n\nFollow me on\n\n[\u003cimg src='https://github.com/Akash-Peace/INDUSTRIAL-WEBSITE/blob/main/images/linkedin.png' alt='linkedin' height='40'\u003e](https://www.linkedin.com/in/akash-2000-cse) \u0026nbsp; \u0026nbsp; \u0026nbsp; [\u003cimg src='https://github.com/Akash-Peace/INDUSTRIAL-WEBSITE/blob/main/images/instagram.png' alt='instagram' height='40'\u003e](https://www.instagram.com/nocturnal_lad) \u0026nbsp; \u0026nbsp; \u0026nbsp; [\u003cimg src='https://github.com/Akash-Peace/INDUSTRIAL-WEBSITE/blob/main/images/facebook.png' alt='facebook' height='40'\u003e](https://www.facebook.com/profile.php?id=100061841000593) \u0026nbsp; \u0026nbsp; \u0026nbsp; [\u003cimg src='https://github.com/Akash-Peace/INDUSTRIAL-WEBSITE/blob/main/images/twitter.png' alt='twitter' height='40'\u003e](https://twitter.com/AkashA53184506)  \u0026nbsp; \u0026nbsp; \u0026nbsp; [\u003cimg src='https://github.com/Akash-Peace/INDUSTRIAL-WEBSITE/blob/main/images/pypi.png' alt='pypi' height='50'\u003e](https://pypi.org/user/Akash-Peace/) \u0026nbsp; \u0026nbsp; \u0026nbsp; [\u003cimg src='https://github.com/Akash-Peace/INDUSTRIAL-WEBSITE/blob/main/images/youtube.png' alt='youtube' height='45'\u003e](https://www.youtube.com/channel/UCmugCO6k7hgSZqaI1jzbelw/featured) \n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fakash-peace%2Fface-recognition","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fakash-peace%2Fface-recognition","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fakash-peace%2Fface-recognition/lists"}