{"id":25626477,"url":"https://github.com/rajkhanke/facial-expression-detection-using-machine-learning","last_synced_at":"2026-05-02T20:34:22.792Z","repository":{"id":236834466,"uuid":"793244234","full_name":"RajKhanke/facial-expression-detection-using-Machine-Learning","owner":"RajKhanke","description":"The System detects the facial emotion among the seven (happy, sad, angry ,surprise, fear, neutral, disgust) using the convolutional neural network (CNN) Architecture","archived":false,"fork":false,"pushed_at":"2024-04-28T20:22:40.000Z","size":14796,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2024-04-28T21:29:47.539Z","etag":null,"topics":["cnn","deep-learning","machine-learning","opencv"],"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/RajKhanke.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":"2024-04-28T20:13:40.000Z","updated_at":"2024-04-28T21:29:49.934Z","dependencies_parsed_at":"2024-04-28T21:29:49.718Z","dependency_job_id":"8ec67647-9474-4f20-aaf3-8f20b5b28cc1","html_url":"https://github.com/RajKhanke/facial-expression-detection-using-Machine-Learning","commit_stats":null,"previous_names":["rajkhanke/facial-expression-detection-using-machine-learning"],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RajKhanke%2Ffacial-expression-detection-using-Machine-Learning","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RajKhanke%2Ffacial-expression-detection-using-Machine-Learning/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RajKhanke%2Ffacial-expression-detection-using-Machine-Learning/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/RajKhanke%2Ffacial-expression-detection-using-Machine-Learning/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/RajKhanke","download_url":"https://codeload.github.com/RajKhanke/facial-expression-detection-using-Machine-Learning/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":240199180,"owners_count":19763822,"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":["cnn","deep-learning","machine-learning","opencv"],"created_at":"2025-02-22T16:07:45.756Z","updated_at":"2026-05-02T20:34:17.771Z","avatar_url":"https://github.com/RajKhanke.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"# facial-expression-detection-using-Machine-Learning\n\nThe System detects the facial emotion among the seven different types of emotions using the convolutional neural network (CNN) Architecture at the accuracy rate of 60 % and a loss of less than 0.20.\n\nThe seven types of expressions are :\n\nAngry\n\nsad\n\nfear\n\nneutral\n\nsurprise\n\ndisgust\n\nHappy\n\nThe model is trained and tested over fer_2013 image dataset available on kaggle, with the total epoche count of 50.\n\nThe model is connected with the web0cam using OpenCV.\n\nTo clone the repository in your system use :\n\ngit clone https://github.com/RajKhanke/facial-expression-detection-using-Machine-Learning.git\n\ndataset link : https://www.kaggle.com/datasets/msambare/fer2013\n\n\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frajkhanke%2Ffacial-expression-detection-using-machine-learning","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Frajkhanke%2Ffacial-expression-detection-using-machine-learning","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Frajkhanke%2Ffacial-expression-detection-using-machine-learning/lists"}