{"id":24534453,"url":"https://github.com/adityapathak-cubastion/facematching","last_synced_at":"2026-05-17T13:33:23.013Z","repository":{"id":272395703,"uuid":"916447704","full_name":"adityapathak-cubastion/faceMatching","owner":"adityapathak-cubastion","description":"This project, developed with VS Code, Jupyter Notebook and Google Colab, uses Python (Flask, Pytorch, face_recognition, and more) and Postman (for API Testing) to develop two implementations of recognizing human faces, particularly those present in the LFW dataset and Indian Actors Dataset (both available on Kaggle).","archived":false,"fork":false,"pushed_at":"2025-02-11T05:47:10.000Z","size":27501,"stargazers_count":0,"open_issues_count":0,"forks_count":1,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-11T06:28:54.582Z","etag":null,"topics":["colab-notebook","dlib-face-recognition","face-matching","face-recognition","face-recognition-system","facenet-pytorch","faiss","flask-api","jupyter-notebook","postman-api","python"],"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/adityapathak-cubastion.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":"2025-01-14T05:37:13.000Z","updated_at":"2025-02-11T05:47:14.000Z","dependencies_parsed_at":"2025-01-22T06:26:56.664Z","dependency_job_id":null,"html_url":"https://github.com/adityapathak-cubastion/faceMatching","commit_stats":null,"previous_names":["adityapathak-cubastion/facematching"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/adityapathak-cubastion%2FfaceMatching","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/adityapathak-cubastion%2FfaceMatching/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/adityapathak-cubastion%2FfaceMatching/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/adityapathak-cubastion%2FfaceMatching/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/adityapathak-cubastion","download_url":"https://codeload.github.com/adityapathak-cubastion/faceMatching/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":243797671,"owners_count":20349444,"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":["colab-notebook","dlib-face-recognition","face-matching","face-recognition","face-recognition-system","facenet-pytorch","faiss","flask-api","jupyter-notebook","postman-api","python"],"created_at":"2025-01-22T11:17:18.848Z","updated_at":"2026-05-17T13:33:22.935Z","avatar_url":"https://github.com/adityapathak-cubastion.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Face Matching\n\nThis project houses two implementations of recognizing human faces, particularly those present in the publicly available \u003ca href = \"https://www.kaggle.com/datasets/jessicali9530/lfw-dataset\"\u003e'LFW' dataset\u003c/a\u003e (more than 13,000 images; faces recognized with ```facenet-pytorch```) and \u003ca href = \"https://www.kaggle.com/datasets/nagasai524/indian-actor-faces-for-face-recognition\"\u003e'Indian Actor Faces' dataset\u003c/a\u003e (more than 5,000 images; faces recognized with ```face_recognition```).\n\n## Technologies Used\n- Developed using VS Code, Jupyter Notebook and Google Colab\n- Python and it's libraries - Flask, Pytorch, face_recognition, pickle, faiss, Pillow, opencv and more\n- ```match_face``` and ```recognise_actor``` APIs tested with Postman\n\u003cbr\u003e\n\nPotential improvements that I want to implement:\n- Implementing a Vector DB, like ```Milvus``` for practical applications like managing attendance\n- Using libraries like \u003ca href = \"https://github.com/serengil/deepface\"\u003e```deepface```\u003c/a\u003e\n- Handling multiple persons in an image\n- Adding more information for better face matching!\n\n## Acknowledgements\nThanks to Akshay sir, Abhishek sir, Roshan sir, Himanshu sir, Balesh sir, and Mayank for the constant guidance and support.\u003cbr\u003e\nThanks to Cubastion Consulting Pvt. Ltd. for a productive and supportive environment that fosters learning.\n\n\u003cimg src = \"https://github.com/adityapathak-cubastion/faceMatching/blob/main/actorRecognition-face_recognition/generating_encodings.png\"\u003e\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fadityapathak-cubastion%2Ffacematching","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fadityapathak-cubastion%2Ffacematching","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fadityapathak-cubastion%2Ffacematching/lists"}