{"id":26487301,"url":"https://github.com/bhekimpilondhlela/basicfacialrecognition","last_synced_at":"2025-03-20T06:38:03.593Z","repository":{"id":189900228,"uuid":"157294842","full_name":"BhekimpiloNdhlela/BasicFacialRecognition","owner":"BhekimpiloNdhlela","description":"Facial Recognition by using Dimensionality Reduction (Unsupervised Learning)","archived":false,"fork":false,"pushed_at":"2019-03-03T15:37:45.000Z","size":4862,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":0,"default_branch":"master","last_synced_at":"2023-08-22T09:37:45.629Z","etag":null,"topics":["computer-vision","face-recognition-system","implementation","python"],"latest_commit_sha":null,"homepage":"","language":"Python","has_issues":true,"has_wiki":null,"has_pages":null,"mirror_url":null,"source_name":null,"license":"gpl-3.0","status":null,"scm":"git","pull_requests_enabled":true,"icon_url":"https://github.com/BhekimpiloNdhlela.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,"governance":null}},"created_at":"2018-11-13T00:10:14.000Z","updated_at":"2023-08-22T09:38:14.290Z","dependencies_parsed_at":"2023-08-22T09:55:31.752Z","dependency_job_id":null,"html_url":"https://github.com/BhekimpiloNdhlela/BasicFacialRecognition","commit_stats":null,"previous_names":["bhekimpilondhlela/basicfacialrecognition"],"tags_count":null,"template":null,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BhekimpiloNdhlela%2FBasicFacialRecognition","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BhekimpiloNdhlela%2FBasicFacialRecognition/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BhekimpiloNdhlela%2FBasicFacialRecognition/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/BhekimpiloNdhlela%2FBasicFacialRecognition/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/BhekimpiloNdhlela","download_url":"https://codeload.github.com/BhekimpiloNdhlela/BasicFacialRecognition/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":244566985,"owners_count":20473451,"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":["computer-vision","face-recognition-system","implementation","python"],"created_at":"2025-03-20T06:38:03.134Z","updated_at":"2025-03-20T06:38:03.584Z","avatar_url":"https://github.com/BhekimpiloNdhlela.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Basic Facial Recognition:\nFacial Recognition System by using Dimensionality Reduction (Unsupervised Learning). The following are images depicting the process:\n\n\n## The Average face of the Training images\n![Alt text](https://github.com/BhekimpiloNdhlela/BasicFacialRecognition/blob/master/results/ave_face.png)\n\n## Plot of the singular value dicomposition\n![Alt text](https://github.com/BhekimpiloNdhlela/BasicFacialRecognition/blob/master/results/singular_vals.png)\n \n## The first six(6) eigen-faces of the system:\n![Alt text](https://github.com/BhekimpiloNdhlela/BasicFacialRecognition/blob/master/results/6eigenfaces.png)\n\n## Depiction of Test images on top with their respective encoded faces:\n![Alt text](https://github.com/BhekimpiloNdhlela/BasicFacialRecognition/blob/master/results/test_encoded1.png)\n![Alt text](https://github.com/BhekimpiloNdhlela/BasicFacialRecognition/blob/master/results/test_encoded2.png)\n \n## Accuracy Rate of 78% and 80% from Testing set1 and set2 respctively:\nfaces with a red shade were wrongly identified and the gray images where identified correctly.\n![Alt text](https://github.com/BhekimpiloNdhlela/BasicFacialRecognition/blob/master/results/results_set1.png)\n![Alt text](https://github.com/BhekimpiloNdhlela/BasicFacialRecognition/blob/master/results/results_set2.png)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbhekimpilondhlela%2Fbasicfacialrecognition","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbhekimpilondhlela%2Fbasicfacialrecognition","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbhekimpilondhlela%2Fbasicfacialrecognition/lists"}