{"id":19476482,"url":"https://github.com/hussain-7/emotion_detection-master","last_synced_at":"2026-05-08T03:12:41.033Z","repository":{"id":109444888,"uuid":"374398851","full_name":"Hussain-7/Emotion_Detection-master","owner":"Hussain-7","description":"Human Emotion Analysis using facial expressions in real-time from webcam feed. Based on the dataset from Kaggle's Facial Emotion Recognition Challenge.","archived":false,"fork":false,"pushed_at":"2021-06-10T09:46:35.000Z","size":80972,"stargazers_count":0,"open_issues_count":0,"forks_count":0,"subscribers_count":1,"default_branch":"master","last_synced_at":"2025-01-08T06:36:02.293Z","etag":null,"topics":["keras-tensorflow","matplotlib","numpy","opencv-python","tensorflow"],"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/Hussain-7.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":"2021-06-06T15:41:49.000Z","updated_at":"2021-06-10T10:29:55.000Z","dependencies_parsed_at":"2023-04-30T01:31:06.375Z","dependency_job_id":null,"html_url":"https://github.com/Hussain-7/Emotion_Detection-master","commit_stats":null,"previous_names":[],"tags_count":0,"template":false,"template_full_name":null,"repository_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Hussain-7%2FEmotion_Detection-master","tags_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Hussain-7%2FEmotion_Detection-master/tags","releases_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Hussain-7%2FEmotion_Detection-master/releases","manifests_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/repositories/Hussain-7%2FEmotion_Detection-master/manifests","owner_url":"https://repos.ecosyste.ms/api/v1/hosts/GitHub/owners/Hussain-7","download_url":"https://codeload.github.com/Hussain-7/Emotion_Detection-master/tar.gz/refs/heads/master","host":{"name":"GitHub","url":"https://github.com","kind":"github","repositories_count":240701644,"owners_count":19843748,"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":["keras-tensorflow","matplotlib","numpy","opencv-python","tensorflow"],"created_at":"2024-11-10T19:40:22.366Z","updated_at":"2026-05-08T03:12:36.009Z","avatar_url":"https://github.com/Hussain-7.png","language":"Jupyter Notebook","funding_links":[],"categories":[],"sub_categories":[],"readme":"## Introduction\n\nThis project aims to classify the emotion on a person's face into one of seven categories, using deep convolutional neural networks. The model is trained on the FER-2013 dataset which was published on International Conference on Machine Learning (ICML). This dataset consists of 35887 grayscale, 48x48 sized face images with seven emotions - angry, disgusted, fearful, happy, neutral, sad and surprised.\n\n## Algorithm\n\n- First, the haar cascade method is used to detect faces in each frame of the webcam feed.\n- The region of image containing the face is resized to 48x48 and is passed as input to the CNN.\n- The network outputs a list of softmax scores for the seven classes of emotions.\n- The emotion with maximum score is displayed on the screen.\n\n## Folders with class names mapped to numbers for ease\n\n- 0--angry\n- 1--disgust\n- 2--fear\n- 3--happy\n- 4--neutral\n- 5--sad\n- 6--surprise\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhussain-7%2Femotion_detection-master","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fhussain-7%2Femotion_detection-master","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fhussain-7%2Femotion_detection-master/lists"}