{"id":23200526,"url":"https://github.com/bayunova28/emotion_detection","last_synced_at":"2026-05-02T04:37:02.058Z","repository":{"id":157263942,"uuid":"442401470","full_name":"Bayunova28/Emotion_Detection","owner":"Bayunova28","description":"This repository contains about my personal project to build real time emotion detection","archived":false,"fork":false,"pushed_at":"2022-05-06T12:11:11.000Z","size":16735,"stargazers_count":1,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"main","last_synced_at":"2025-02-17T20:42:21.968Z","etag":null,"topics":["deep-learning","emotion-recognition","opencv","python"],"latest_commit_sha":null,"homepage":"","language":"Python","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/Bayunova28.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":"2021-12-28T08:38:07.000Z","updated_at":"2022-05-29T02:25:40.000Z","dependencies_parsed_at":null,"dependency_job_id":"d36f84d8-83c9-4c9f-9338-a0d976e6581c","html_url":"https://github.com/Bayunova28/Emotion_Detection","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/Bayunova28%2FEmotion_Detection","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Bayunova28%2FEmotion_Detection/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Bayunova28%2FEmotion_Detection/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Bayunova28%2FEmotion_Detection/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Bayunova28","download_url":"https://codeload.github.com/Bayunova28/Emotion_Detection/tar.gz/refs/heads/main","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":247314028,"owners_count":20918743,"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":["deep-learning","emotion-recognition","opencv","python"],"created_at":"2024-12-18T15:11:35.426Z","updated_at":"2026-05-02T04:37:02.010Z","avatar_url":"https://github.com/Bayunova28.png","language":"Python","funding_links":[],"categories":[],"sub_categories":[],"readme":"# Real Time Emotion Detection\n\u003cimg src=\"https://github.com/Bayunova28/Emotion_Detection/blob/main/Emotion.png\" width=\"1100\"\u003e\n\n\u003cp align=\"justify\"\u003eEmotion detection is a method used in software that permits a program to examine the sentiments on a human face by utilizing sophisticated image dispensation. \nFirms have been testing with an amalgamation of advanced formulas with image processing practices that have materialized in the last decade to appreciate more regarding what \na video or an image of an individual’s face tells us concerning how they are feeling. With current innovation, emotion identification software has developed very adeptly. \nMoreover, its aptitude to track first facial looks for emotions like happiness, sadness, surprise, anger, etc., emotion detection software can also capture what specialists\ndescribe as micro-expressions or restrained cues of body language, that might reveal a person’s feelings devoid of their knowledge.\u003cp\u003e\n\n## Additional Files\n* [Haarcascade Frontal Face Default](https://github.com/Bayunova28/Emotion_Detection/blob/main/haarcascade_frontalface_default.xml)\n* [Model](https://github.com/Bayunova28/Emotion_Detection/blob/main/model.h5)\n\n## Install Package\nMake sure you have opencv, numpy, keras and tensorflow  installed. If not install them using pip\n```python\npip install numpy\npip install tensorflow\npip install opencv-python\npip install keras\n```\n## References\n* [Emotion Detection Through Facial Feature Recognition](https://web.stanford.edu/class/ee368/Project_Autumn_1617/Reports/report_pao.pdf)\n* [Facial Emotion Detection Using Neural Network](https://www.researchgate.net/profile/Md-Forhad-Ali/publication/344331972_Facial_Emotion_Detection_Using_Neural_Network/links/5f68e384a6fdcc0086340933/Facial-Emotion-Detection-Using-Neural-Network.pdf)\n* [Facial Emotion Detection using Deep Learning](https://www.diva-portal.org/smash/get/diva2:952138/FULLTEXT01.pdf)\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbayunova28%2Femotion_detection","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fbayunova28%2Femotion_detection","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fbayunova28%2Femotion_detection/lists"}