Facial Emotion Recognition ML Frameworks

Real-time systems and models for detecting human emotions from facial expressions using computer vision and deep learning. Does NOT include general facial recognition, emotion detection from audio/text, or non-emotion facial analysis (age, gender, landmarks).

There are 125 facial emotion recognition frameworks tracked. 6 score above 50 (established tier). The highest-rated is HumeAI/hume-api-examples at 60/100 with 238 stars.

Get all 125 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	HumeAI/hume-api-examples Example projects built with the Hume AI APIs	60	Established	238	Jupyter Notebook
2	isseu/emotion-recognition-neural-networks Emotion recognition using DNN with tensorflow	51	Established	847	Python
3	atulapra/Emotion-detection Real-time Facial Emotion Detection using deep learning	51	Established	1,346	Python
4	amineHorseman/facial-expression-recognition-using-cnn Deep facial expressions recognition using Opencv and Tensorflow. Recognizing...	51	Established	511	Python
5	otaha178/Emotion-recognition Real time emotion recognition	51	Established	1,222	Python
6	MauryaRitesh/Facial-Expression-Detection Facial Expression or Facial Emotion Detector can be used to know whether a...	51	Established	258	Jupyter Notebook
7	face-analysis/emonet Official implementation of the paper "Estimation of continuous valence and...	49	Emerging	347	Python
8	intenseye/intenseye-boun-workshop Code for the workshop in BOUN Tech Summit (03.03.2019)	48	Emerging	34	JavaScript
9	zlpure/Facial-Expression-Recognition :bulb:My Solution to Facial Emotion Recognization in Kaggle competition	46	Emerging	93	—
10	vlgiitr/Group-Level-Emotion-Recognition Model submitted for the ICMI 2018 EmotiW Group-Level Emotion Recognition Challenge	45	Emerging	79	Jupyter Notebook
11	pedrodiamel/ferattention FERAtt: Facial Expression Recognition with Attention Net	45	Emerging	76	Jupyter Notebook
12	XiaoSanchez/Facial_Expression_Recognition Convolutional Neural Network in Keras Recognize Facial Expressions	40	Emerging	37	Python
13	micheleriva/Emotion-Detection-ML-Example 🤓 Simple Emotion Detection Neural Network made with brain.js for an article...	40	Emerging	30	JavaScript
14	emirhanai/Emotion-Prediction-with-Quantum5-Neural-Network-AI-Machine-Learning Emotion Prediction with Semi Supervised Learning of Machine Learning...	40	Emerging	27	Jupyter Notebook
15	mujiyantosvc/Facial-Expression-Recognition-FER-for-Mental-Health-Detection- Facial Expression Recognition (FER) for Mental Health Detection applies AI...	39	Emerging	31	Python
16	RonyDidar/FER-Burnout-Detection-System Detect stress and burnout in real time using facial emotion recognition and...	37	Emerging	1	Python
17	AsutoshPati/Ani-Emo-Eye This project features a robot eye animation on a 0.96" OLED screen that...	36	Emerging	31	Jupyter Notebook
18	monatis/emo-cv AI Labs tarafından EMO'da düzenlenen Derin Öğrenme ile Bilgisayarlı Görü...	36	Emerging	12	Python
19	Abhradipta/Live-Emotion-Recognition-Web-App A Live Feed Facial Emotion Detection Web Application.	36	Emerging	12	Jupyter Notebook
20	victor369basu/facial-emotion-recognition This repository demonstrates an end-to-end pipeline for real-time Facial...	35	Emerging	44	JavaScript
21	dair-ai/emotion_dataset :smile: Dataset for Emotion Recognition Research	35	Emerging	220	—
22	Im-Rises/emotion-recognition-website Emotion Recognition Project Adapted in HTML/Javascript/CSS with Tensorflowjs	34	Emerging	8	JavaScript
23	Abhradipta/Facial-Expression-Recognition Facial Expression Classification Using Convolutional Neural Network And...	34	Emerging	6	Jupyter Notebook
24	robi56/FaceEMR Facial Expression Recognition in android where the predictive model built in...	33	Emerging	33	Java
25	shrenik-jain/face-physiognomy A Face Emotion Recognizer	33	Emerging	8	Jupyter Notebook
26	SomyaRanjanSahu/Face-Emotion-Recognition Image and Real-time emotion detection model using Python, OpenCV and DeepFace.	31	Emerging	4	Jupyter Notebook
27	Justin900429/Facial-Graph-Representation-Learning PyTorch version for the "Micro-expression Recognition Based on Facial Graph...	31	Emerging	74	Python
28	AraComITServicesGmbH/emotionale-robotik Soziale und emotional befähigte Roboter eröffnen neue Möglichkeiten für die...	31	Emerging	1	TeX
29	genbing99/MEAN_Spot-then-recognize A Micro-Expression Analysis Network (MEAN) to spot-then-recognize micro-expressions	31	Emerging	48	Python
30	justinshenk/deepemotion Flask app for emotion detection in video	30	Emerging	14	JavaScript
31	meryemozlem/derin_ogrenme_duygu_analiz Derin öğrenme ile yüz görüntülerinden duygu analizini tespit eden program...	30	Emerging	6	Jupyter Notebook
32	CrispenGari/emotionAI (😞 😨 😄 😮 😍 😠 😐 🤮) This is a simple DL API that classifies human emotions...	29	Experimental	7	Jupyter Notebook
33	anmolsinghsuag/emotion_recognition Facial Emotion Recognition using Convolutional Neural Networks	28	Experimental	3	Jupyter Notebook
34	Rizwan-Majeed/Sentiment-Analysis-from-Images-Using-Deep-Learning Convolutional Neural Network (CNN) was trained on 48x48 pixel grayscale...	28	Experimental	11	Jupyter Notebook
35	vithika-karan/Face-Emotion-Recognition E-learning is a network-enabled transfer of skills and knowledge in which...	28	Experimental	8	Jupyter Notebook
36	Thisurika/Real-time-facial-emotion-recognition-project. Real-time 7-emotion detector (Angry, Disgust, Fear, Happy, Neutral, Sad,...	28	Experimental	4	Python
37	Boubker10/DeepLearningReconFacialSNN This project represents an evolution of a pre-existing facial expression...	28	Experimental	8	Jupyter Notebook
38	mayankchaudhary26/Emotion_Detection_CNN_keras Train and test our algorithm using Convolution Neural Networks and classify...	27	Experimental	13	Jupyter Notebook
39	pSahoo-456/Enhanced-Facial-Emotion-Recognition-Using-Transfer-Learning-with-ResNet152 Emotion classification model leveraging Transfer Learning with ResNet152 for...	27	Experimental	11	Jupyter Notebook
40	PankajMahanto/Human_Emotion_Detection_WAPPS Real-time Human Emotion Detection system using deep learning and facial...	27	Experimental	4	Jupyter Notebook
41	jafrulla1986/Face-Emotion-Recognition 🧠 Recognize facial emotions using deep learning with Keras and TensorFlow,...	27	Experimental	2	Jupyter Notebook
42	weaveworks/MoodyKubie Face detection and emotion classification, in Docker containers, on...	27	Experimental	7	JavaScript
43	mhzarchini/clash-royale-emote-detector 🎮 Detect Clash Royale emotes in real-time using pose classification with...	26	Experimental	4	Python
44	Mugna0990/Facial-Expression-Recognition Facial expression recognition using a CNN	26	Experimental	1	Jupyter Notebook
45	sid230798/Facial-emotion-Recognition This Repo consist code for transfer learning for facial emotion detection...	26	Experimental	20	Python
46	BBARRY-Lee/Emotion-subtitle BERT, OpenCV를 활용한 5가지의 감정자막 자동 생성 'EmoS' 서비스	25	Experimental	1	Python
47	syedsharin/Face-Emotion-Recognition This repository consists of a project where deep learning algorithms have...	25	Experimental	6	Jupyter Notebook
48	jedrm/FAIED Face AI Emotion Detection Project for MySureStart Makeathon 2021	25	Experimental	3	HTML
49	SHAIK-AFSANA/facialemotionrecognizerinrealtime Real-time facial emotion recognition is a technology that uses computer...	24	Experimental	15	Jupyter Notebook
50	noewangjy/Emotion-Recognition-On-SEED Souce code of assignment 2 for course CS7327 at SJTU	24	Experimental	15	Python
51	Eshtiaque/Emotion-Recognition-Application emotion-recognition	24	Experimental	1	Jupyter Notebook
52	zyh-uaiaaaa/Mine-Extra-Knowledge Official implementation of the NeurIPS2023 paper: Leave No Stone Unturned:...	24	Experimental	32	Python
53	MohitPammu/Facial-Emotion-Detection Real-time facial emotion detection using optimized CNN architecture...	23	Experimental	2	HTML
54	atul-dhamija/Face_Emotion_Recognition Developed a face and emotion recognition Webapp using Machine Learning.	23	Experimental	3	JavaScript
55	Swordship/Emotion-Detection-Using-Face-Expression-And-Heart-Rate-To-Alert-Gamers 🎮 Real-time emotion detection using facial expressions + heart rate to alert...	22	Experimental	—	Python
56	venkat-0706/EmotionXpert-PyTorch Facial Expression Recognition using Deep Learning. Keywords: Python, CNN,...	22	Experimental	15	Jupyter Notebook
57	mubarizmuradov/real-time-facial-emotion-recognition CNN-based facial emotion recognition system with real-time webcam inference,...	22	Experimental	—	Python
58	start-again-006/Happy_House_Keras A Convolutional Neural Network (CNN) is implemented using Keras to classify...	22	Experimental	—	Python
59	metehanulusoy/emotion-detector Real-time facial emotion detection using face-api.js — detects happy, sad,...	22	Experimental	—	HTML
60	stefanosGerschKoutsogiannis/Human-Perception-ML Binary classification of facial images: Pleasant vs. Unpleasant. Machine...	22	Experimental	—	Jupyter Notebook
61	Tharinda-Pamindu/Facial-Emotion-Detection-System 🎭 Real-time Facial Emotion Detection System using CNN (TensorFlow/Keras)...	22	Experimental	—	Jupyter Notebook
62	Divyanshu-hash/Real-Time-Emotion-Detection Real-Time Emotion Detection using MobileNetV2 is a deep learning project...	22	Experimental	9	Jupyter Notebook
63	SJSUMS/Facial-Expression-Recognition A CNN deep learning case study to classify 7 labeled human facial...	21	Experimental	1	—
64	kudosscience/fer_and_ter_model A comprehensive real-time emotion recognition system combining facial and...	21	Experimental	5	Jupyter Notebook
65	PrashanttJooshi/Machine-Learning-Framework-for-the-Detection-of-Mental-Stress-main A real-time Face Emotion Recognition (FER) system that uses a deep...	21	Experimental	5	Python
66	vvitsenets/vvitsenets.github.io 😄😞😡😯 Emotion Recognition JS	20	Experimental	6	JavaScript
67	AndrzejMiskow/FER-with-Attention-and-Objective-Activation-Functions This projected explored the effect of introducing channel and spatial...	20	Experimental	11	Jupyter Notebook
68	acetinkaya/Face-and-Emotion-Recognition-using-Deep-Learning-Based-on-Computer-Vision-Methods Face and Emotion Recognition using Deep Learning Based on Computer Vision Methods	20	Experimental	7	—
69	CHI-TUM/FER-STREs-WoZ Models and tools for recognizing 16 emotions from smartphone videos, with...	20	Experimental	3	Python
70	AryaKoureshi/Emotion-Detection This repository contains the code for an Emotion Detection project using...	20	Experimental	8	Jupyter Notebook
71	MohamedAmineBessrour/emotion-detection-resnet50 TensorFlow-based deep learning model to classify human emotions from facial...	20	Experimental	6	Python
72	BirulZ/UserStateDetection Exploring State-of-the-Art Tools for Emotion Detection / LibreFace Implementation	19	Experimental	3	—
73	DeepakSawalka/Emotion-Detection Developed a emotion recognition system using controlled AI and OpenCV, which...	19	Experimental	3	JavaScript
74	Chimbay/SocialCueWebapp CUE (Clear Understanding of Emotion) is a web app that helps children with...	19	Experimental	1	JavaScript
75	fokoid/learnwithroo An emotion recognition game to aid social development in children	19	Experimental	3	JavaScript
76	AlyyanAhmed21/Emotion-Recognition-MLOps End-to-end MLOps Facial Emotion Recognition app with ViT, Gradio UI, and...	18	Experimental	1	Jupyter Notebook
77	Justin900429/mimicking-annotation-micro-expression-recognition [ACM MM22] Mimicking the Annotation Process for Recognizing the Micro Expressions	18	Experimental	37	Python
78	Nabilabk/Nabiai An interactive AI game combining computer vision and deep learning to turn...	17	Experimental	2	JavaScript
79	StevenRice99/Facial-Expression-Recognition Kaggle Challenges in Representation Learning: Facial Expression Recognition Challenge	17	Experimental	—	Python
80	pragmaticgeek/face-sentiment-analysis The purpose of this repository is to provide a demo how to use various face...	17	Experimental	1	JavaScript
81	valentincognito/emotion-battle An attempt to create an original game with tensorflow.js	17	Experimental	1	JavaScript
82	MDVR9980/Real-Time-Emotion-Recognition-CNN A CNN-based facial expression recognition system capable of detecting 7...	16	Experimental	3	Jupyter Notebook
83	SaidaAourras/Detection_Emotions_Faciales Deep learning prototype for fashion image classification using TensorFlow...	16	Experimental	1	Jupyter Notebook
84	suffiyaan/facial-expression-recognition-cnn CNN-based facial expression recognition with training optimization (AdamW,...	15	Experimental	1	Jupyter Notebook
85	BraveVahid/facial-emotion-recognition A deep learning project for facial emotion recognition using CNN...	15	Experimental	8	Jupyter Notebook
86	sudharsanbaskaran09-eng/sudharsan-ai-emotion-recognition Containerized AI Emotion Recognition System built with FastAPI, DCNN-BiLSTM...	14	Experimental	1	HTML
87	EdwardVuong-75/Facial-Expression-detection Facial expression detection is used for analyzing human emotions with...	14	Experimental	1	Jupyter Notebook
88	senthil308/emotion-recognition-flask A face emotion recoginition web application built using flask and machine...	14	Experimental	—	HTML
89	ruban-ai/emotion-detection-sales-calls emotion-detection-sales-calls	14	Experimental	—	—
90	Hariom0605/depression-detector Real-time depression screening using facial micro-expressions \| DeepFace +...	14	Experimental	—	HTML
91	SamerZaina/emotion-recognition-dl Deep learning model for facial emotion recognition using EfficientNetB0 and...	13	Experimental	—	Jupyter Notebook
92	404-ERROR-Striver/face-emotion-detection Real-time Face Emotion Detection using TensorFlow and OpenCV.	13	Experimental	—	Python
93	mi5t4n/emotion-quote Emotion-quote is a web application which detects the facial expression in pictures.	13	Experimental	—	JavaScript
94	MohammedAazam/emotion-ai Real-time facial emotion recognition web app using EfficientNetV2-S trained...	13	Experimental	—	HTML
95	berry2012/emotion-recognition Facial emotion recognition model to accurately classify facial expressions...	13	Experimental	—	Jupyter Notebook
96	sumi29910/Face-Recognition-Mental-Health-Analysis AI-powered Face Recognition Mental Health Analysis system using computer...	13	Experimental	—	JavaScript
97	AliRooshan/Emotion-Recognition-CNN A real-time facial emotion recognition web app built with Flask and a custom...	13	Experimental	—	HTML
98	unaizaahmedk/Facial-Emotion-Detection A CNN-based system that classifies facial expressions into 7 emotions from...	13	Experimental	—	Jupyter Notebook
99	Umer-Jahangir/Emotion-Detection-AI This project is a full-stack emotion detection web application that analyzes...	13	Experimental	—	JavaScript
100	phyulwin/face-mood-detection-fastapi-onnx-webapp A real-time facial emotion recognition web application powered by an ONNX...	13	Experimental	—	JavaScript
101	SusmoyNath/Realtime-emotion-detector A deep learning-based system that detects facial expressions from webcam...	12	Experimental	3	Jupyter Notebook
102	fedihamdi/Deep-HR A toolbox of deep neural networks designed for HR to analyze emotions via...	12	Experimental	6	Jupyter Notebook
103	MahdiNavaei/Emotion-Classification-with-CNN This repository contains a deep learning project that focuses on emotion...	12	Experimental	6	Jupyter Notebook
104	HassanRady/Happy-Face-Detection Classifying smiling people	12	Experimental	1	Jupyter Notebook
105	bhavul/Happy-or-not In this mini-experiment, I build a classifier that finds if the person(s) in...	11	Experimental	—	Jupyter Notebook
106	anand1994sp/Real-time-Expression-Recognition--CNN-Capstone- Capstone projects	11	Experimental	—	Jupyter Notebook
107	SaharshLaud/Facial-Emotion-Detector Deep Learning based application for detecting facial emotion in uploaded images.	11	Experimental	—	HTML
108	abhijay-w/emotion-detection A Deep Learning model deployed with FastAPI recognizes emotions using facial...	11	Experimental	—	HTML
109	Vishnu13-venom/Human-emotion-detection Python and Machine Learning also Cascading the data and using AI. Using the...	11	Experimental	—	Python
110	de-code-bot/emotion_detection Real-time facial emotion, age, and gender detection using CNNs, OpenCV, and...	11	Experimental	2	Jupyter Notebook
111	ehtisham-sadiq/Crowd-Emotion-Recognition PyTorch-based Crowd Emotion Recognition System	11	Experimental	4	Jupyter Notebook
112	Gyanbardhan/Emotion-Detection Step into the realm of Emotion Detection Generalization! Uncover the power...	11	Experimental	3	Jupyter Notebook
113	kyopark2014/emotion-garden It prepares the demo of emotion garden.	11	Experimental	4	JavaScript
114	rhythmd18/Facial-Emotion-Detector Facial-Emotion-Detector	11	Experimental	—	Jupyter Notebook
115	DarwinCamahalan/satis-face-tion A Facial Recognition Project that determines customer facial expression and...	11	Experimental	—	Python
116	hoangviet2/LearningHub Study Aid	11	Experimental	1	JavaScript
117	mohammedjasam/FeelShot An Android Application which detects face emotions and generates useful...	10	Experimental	2	Java
118	Soulyma/Face_Emotional_detection This notebook is designed to train a deep learning model for face emotion...	10	Experimental	2	Jupyter Notebook
119	Manyolo1/Dog-Face-Emotion-Recognition A deep learning based approach to detecting your best friend's, yes, your...	10	Experimental	2	Jupyter Notebook
120	marwamajdoub/Detection_Emotion_Fog-Edge Ce mini projet simule un système distribué de détection d'émotions en temps...	10	Experimental	1	Python
121	letsdoitbycode/FaceVibe This project is a real-time emotion detection application that uses a...	10	Experimental	2	Jupyter Notebook
122	Matthias-VP-UoM/ICT3909-Final-Year-Project Deliverable of the codebase for my Final Year Project titled "Using Computer...	10	Experimental	1	Jupyter Notebook
123	RajKhanke/facial-expression-detection-using-Machine-Learning The System detects the facial emotion among the seven (happy, sad, angry...	10	Experimental	2	Jupyter Notebook
124	FirasHabri/Facial-Emotion-Recognition-Android an Android Application to recognize facial expression using CNN	10	Experimental	2	Java
125	rakibulhaque9954/Face_emotion_detection_fastapi Upload pics version of emotion detection model which detects faces using...	10	Experimental	2	Roff

Comparisons in this category

Emotion-recognition and Emotion-detection (51 vs 51) emotion-recognition-neural-networks and Emotion-detection (51 vs 51) emotion-recognition-neural-networks and Emotion-recognition (51 vs 51) Emotion-detection and Facial-Expression-Detection (51 vs 51) emotion-recognition-neural-networks and facial-expression-recognition-using-cnn (51 vs 51) Emotion-recognition and Facial_Expression_Recognition (51 vs 40) Emotion-recognition and Live-Emotion-Recognition-Web-App (51 vs 36) facial-expression-recognition-using-cnn and Facial_Expression_Recognition (51 vs 40)