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 112 facial emotion recognition frameworks tracked. 1 score above 50 (established tier). The highest-rated is HumeAI/hume-api-examples at 56/100 with 238 stars.

Get all 112 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	56	Established	238	Jupyter Notebook
2	atulapra/Emotion-detection Real-time Facial Emotion Detection using deep learning	44	Emerging	1,346	Python
3	otaha178/Emotion-recognition Real time emotion recognition	44	Emerging	1,222	Python
4	isseu/emotion-recognition-neural-networks Emotion recognition using DNN with tensorflow	44	Emerging	847	Python
5	MauryaRitesh/Facial-Expression-Detection Facial Expression or Facial Emotion Detector can be used to know whether a...	44	Emerging	258	Jupyter Notebook
6	amineHorseman/facial-expression-recognition-using-cnn Deep facial expressions recognition using Opencv and Tensorflow. Recognizing...	44	Emerging	511	Python
7	face-analysis/emonet Official implementation of the paper "Estimation of continuous valence and...	42	Emerging	347	Python
8	intenseye/intenseye-boun-workshop Code for the workshop in BOUN Tech Summit (03.03.2019)	41	Emerging	34	JavaScript
9	zlpure/Facial-Expression-Recognition :bulb:My Solution to Facial Emotion Recognization in Kaggle competition	39	Emerging	93	—
10	pedrodiamel/ferattention FERAtt: Facial Expression Recognition with Attention Net	38	Emerging	76	Jupyter Notebook
11	vlgiitr/Group-Level-Emotion-Recognition Model submitted for the ICMI 2018 EmotiW Group-Level Emotion Recognition Challenge	38	Emerging	79	Jupyter Notebook
12	RonyDidar/FER-Burnout-Detection-System Detect stress and burnout in real time using facial emotion recognition and...	35	Emerging	1	Python
13	XiaoSanchez/Facial_Expression_Recognition Convolutional Neural Network in Keras Recognize Facial Expressions	33	Emerging	37	Python
14	emirhanai/Emotion-Prediction-with-Quantum5-Neural-Network-AI-Machine-Learning Emotion Prediction with Semi Supervised Learning of Machine Learning...	33	Emerging	27	Jupyter Notebook
15	micheleriva/Emotion-Detection-ML-Example 🤓 Simple Emotion Detection Neural Network made with brain.js for an article...	33	Emerging	30	JavaScript
16	mujiyantosvc/Facial-Expression-Recognition-FER-for-Mental-Health-Detection- Facial Expression Recognition (FER) for Mental Health Detection applies AI...	32	Emerging	31	Python
17	AsutoshPati/Ani-Emo-Eye This project features a robot eye animation on a 0.96" OLED screen that...	29	Experimental	31	Jupyter Notebook
18	Abhradipta/Live-Emotion-Recognition-Web-App A Live Feed Facial Emotion Detection Web Application.	29	Experimental	12	Jupyter Notebook
19	monatis/emo-cv AI Labs tarafından EMO'da düzenlenen Derin Öğrenme ile Bilgisayarlı Görü...	29	Experimental	12	Python
20	dair-ai/emotion_dataset :smile: Dataset for Emotion Recognition Research	28	Experimental	220	—
21	Shayanthn/Real-Time-Emotion-Detection-with-OpenCV-DeepFace This project is a real-time facial emotion recognition system using OpenCV,...	28	Experimental	7	Python
22	o-ikne/eMotion-GAN eMotion-GAN	28	Experimental	7	Jupyter Notebook
23	victor369basu/facial-emotion-recognition This repository demonstrates an end-to-end pipeline for real-time Facial...	28	Experimental	44	JavaScript
24	Im-Rises/emotion-recognition-website Emotion Recognition Project Adapted in HTML/Javascript/CSS with Tensorflowjs	27	Experimental	8	JavaScript
25	Abhradipta/Facial-Expression-Recognition Facial Expression Classification Using Convolutional Neural Network And...	27	Experimental	6	Jupyter Notebook
26	shrenik-jain/face-physiognomy A Face Emotion Recognizer	26	Experimental	8	Jupyter Notebook
27	Thisurika/Real-time-facial-emotion-recognition-project. Real-time 7-emotion detector (Angry, Disgust, Fear, Happy, Neutral, Sad,...	26	Experimental	4	Python
28	robi56/FaceEMR Facial Expression Recognition in android where the predictive model built in...	26	Experimental	33	Java
29	mhzarchini/clash-royale-emote-detector 🎮 Detect Clash Royale emotes in real-time using pose classification with...	25	Experimental	4	Python
30	expiredy/EmotionDetectionAi So as you may now, I am kinda dumb and can't do something workable, so here...	25	Experimental	5	Python
31	AraComITServicesGmbH/emotionale-robotik Soziale und emotional befähigte Roboter eröffnen neue Möglichkeiten für die...	24	Experimental	1	TeX
32	genbing99/MEAN_Spot-then-recognize A Micro-Expression Analysis Network (MEAN) to spot-then-recognize micro-expressions	24	Experimental	48	Python
33	jafrulla1986/Face-Emotion-Recognition 🧠 Recognize facial emotions using deep learning with Keras and TensorFlow,...	24	Experimental	2	Jupyter Notebook
34	Justin900429/Facial-Graph-Representation-Learning PyTorch version for the "Micro-expression Recognition Based on Facial Graph...	24	Experimental	74	Python
35	SomyaRanjanSahu/Face-Emotion-Recognition Image and Real-time emotion detection model using Python, OpenCV and DeepFace.	24	Experimental	4	Jupyter Notebook
36	meryemozlem/derin_ogrenme_duygu_analiz Derin öğrenme ile yüz görüntülerinden duygu analizini tespit eden program...	23	Experimental	6	Jupyter Notebook
37	justinshenk/deepemotion Flask app for emotion detection in video	23	Experimental	14	JavaScript
38	SeyedMuhammadHosseinMousavi/Introduction-to-Facial-Micro-Expressions-Analysis-Using-Color-and-Depth-Images-a-Matlab-Coding-Appr Introduction to Facial Micro Expressions Analysis Using Color and Depth...	23	Experimental	6	MATLAB
39	stefanosGerschKoutsogiannis/Human-Perception-ML Binary classification of facial images: Pleasant vs. Unpleasant. Machine...	22	Experimental	—	Jupyter Notebook
40	Tharinda-Pamindu/Facial-Emotion-Detection-System 🎭 Real-time Facial Emotion Detection System using CNN (TensorFlow/Keras)...	22	Experimental	—	Jupyter Notebook
41	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
42	start-again-006/Happy_House_Keras A Convolutional Neural Network (CNN) is implemented using Keras to classify...	22	Experimental	—	Python
43	metehanulusoy/emotion-detector Real-time facial emotion detection using face-api.js — detects happy, sad,...	22	Experimental	—	HTML
44	mubarizmuradov/real-time-facial-emotion-recognition CNN-based facial emotion recognition system with real-time webcam inference,...	22	Experimental	—	Python
45	CrispenGari/emotionAI (😞 😨 😄 😮 😍 😠 😐 🤮) This is a simple DL API that classifies human emotions...	22	Experimental	7	Jupyter Notebook
46	PankajMahanto/Human_Emotion_Detection_WAPPS Real-time Human Emotion Detection system using deep learning and facial...	21	Experimental	4	Jupyter Notebook
47	anmolsinghsuag/emotion_recognition Facial Emotion Recognition using Convolutional Neural Networks	21	Experimental	3	Jupyter Notebook
48	Boubker10/DeepLearningReconFacialSNN This project represents an evolution of a pre-existing facial expression...	21	Experimental	8	Jupyter Notebook
49	Rizwan-Majeed/Sentiment-Analysis-from-Images-Using-Deep-Learning Convolutional Neural Network (CNN) was trained on 48x48 pixel grayscale...	21	Experimental	11	Jupyter Notebook
50	vithika-karan/Face-Emotion-Recognition E-learning is a network-enabled transfer of skills and knowledge in which...	21	Experimental	8	Jupyter Notebook
51	urme-b/NovaVision Transform Emotions into AI-Generated Art — NLP emotion detection + FLUX.1...	20	Experimental	1	HTML
52	weaveworks/MoodyKubie Face detection and emotion classification, in Docker containers, on...	20	Experimental	7	JavaScript
53	mayankchaudhary26/Emotion_Detection_CNN_keras Train and test our algorithm using Convolution Neural Networks and classify...	20	Experimental	13	Jupyter Notebook
54	Eshtiaque/Emotion-Recognition-Application emotion-recognition	20	Experimental	1	Jupyter Notebook
55	debajitadhikary/EmoVision 😊📸 Real-Time Facial Emotion Recognition using Deep Learning 🤖🧠	20	Experimental	6	Python
56	muhammadhaerul25/App-FacialEmotionDetection Humans have an ability to recognize and distinguish between faces. Now...	20	Experimental	6	JavaScript
57	pSahoo-456/Enhanced-Facial-Emotion-Recognition-Using-Transfer-Learning-with-ResNet152 Emotion classification model leveraging Transfer Learning with ResNet152 for...	20	Experimental	11	Jupyter Notebook
58	Mugna0990/Facial-Expression-Recognition Facial expression recognition using a CNN	20	Experimental	1	Jupyter Notebook
59	StevenRice99/Facial-Expression-Recognition Kaggle Challenges in Representation Learning: Facial Expression Recognition Challenge	19	Experimental	—	Python
60	sid230798/Facial-emotion-Recognition This Repo consist code for transfer learning for facial emotion detection...	19	Experimental	20	Python
61	Sarthakv24/FaceSense-Emotion-Analyzer FaceSense-Emotion-Analyzer is a real-time computer vision system that...	19	Experimental	—	—
62	BBARRY-Lee/Emotion-subtitle BERT, OpenCV를 활용한 5가지의 감정자막 자동 생성 'EmoS' 서비스	18	Experimental	1	Python
63	Bananacat123-hue/Facial_Expression_Recognition-Sure_Trust- Facial Expression Recognition System using YOLOv9 & Flask. Detects 5...	18	Experimental	5	Jupyter Notebook
64	syedsharin/Face-Emotion-Recognition This repository consists of a project where deep learning algorithms have...	18	Experimental	6	Jupyter Notebook
65	jedrm/FAIED Face AI Emotion Detection Project for MySureStart Makeathon 2021	18	Experimental	3	HTML
66	zyh-uaiaaaa/Mine-Extra-Knowledge Official implementation of the NeurIPS2023 paper: Leave No Stone Unturned:...	17	Experimental	32	Python
67	noewangjy/Emotion-Recognition-On-SEED Souce code of assignment 2 for course CS7327 at SJTU	17	Experimental	15	Python
68	SHAIK-AFSANA/facialemotionrecognizerinrealtime Real-time facial emotion recognition is a technology that uses computer...	17	Experimental	15	Jupyter Notebook
69	MohitPammu/Facial-Emotion-Detection Real-time facial emotion detection using optimized CNN architecture...	17	Experimental	2	HTML
70	atul-dhamija/Face_Emotion_Recognition Developed a face and emotion recognition Webapp using Machine Learning.	16	Experimental	3	JavaScript
71	Divyanshu-hash/Real-Time-Emotion-Detection Real-Time Emotion Detection using MobileNetV2 is a deep learning project...	16	Experimental	9	Jupyter Notebook
72	suffiyaan/facial-expression-recognition-cnn CNN-based facial expression recognition with training optimization (AdamW,...	15	Experimental	1	Jupyter Notebook
73	sudharsanbaskaran09-eng/sudharsan-ai-emotion-recognition Containerized AI Emotion Recognition System built with FastAPI, DCNN-BiLSTM...	15	Experimental	1	HTML
74	PrashanttJooshi/Machine-Learning-Framework-for-the-Detection-of-Mental-Stress-main A real-time Face Emotion Recognition (FER) system that uses a deep...	15	Experimental	5	Python
75	kudosscience/fer_and_ter_model A comprehensive real-time emotion recognition system combining facial and...	15	Experimental	5	Jupyter Notebook
76	venkat-0706/EmotionXpert-PyTorch Facial Expression Recognition using Deep Learning. Keywords: Python, CNN,...	15	Experimental	15	Jupyter Notebook
77	MohammedAazam/emotion-ai Real-time facial emotion recognition web app using EfficientNetV2-S trained...	14	Experimental	—	HTML
78	senthil308/emotion-recognition-flask A face emotion recoginition web application built using flask and machine...	14	Experimental	—	HTML
79	Hariom0605/depression-detector Real-time depression screening using facial micro-expressions \| DeepFace +...	14	Experimental	—	HTML
80	ruban-ai/emotion-detection-sales-calls emotion-detection-sales-calls	14	Experimental	—	—
81	MDVR9980/Real-Time-Emotion-Recognition-CNN A CNN-based facial expression recognition system capable of detecting 7...	14	Experimental	3	Jupyter Notebook
82	CHI-TUM/FER-STREs-WoZ Models and tools for recognizing 16 emotions from smartphone videos, with...	14	Experimental	3	Python
83	SJSUMS/Facial-Expression-Recognition A CNN deep learning case study to classify 7 labeled human facial...	14	Experimental	1	—
84	MohamedAmineBessrour/emotion-detection-resnet50 TensorFlow-based deep learning model to classify human emotions from facial...	13	Experimental	6	Python
85	knsiczarnamagia/face-expression-recognizer Face Expression Recognizer is a human face detector and face expression...	13	Experimental	5	Python
86	AryaKoureshi/Emotion-Detection This repository contains the code for an Emotion Detection project using...	13	Experimental	8	Jupyter Notebook
87	Nabilabk/Nabiai An interactive AI game combining computer vision and deep learning to turn...	13	Experimental	2	JavaScript
88	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	13	Experimental	7	—
89	AndrzejMiskow/FER-with-Attention-and-Objective-Activation-Functions This projected explored the effect of introducing channel and spatial...	13	Experimental	11	Jupyter Notebook
90	vvitsenets/vvitsenets.github.io 😄😞😡😯 Emotion Recognition JS	13	Experimental	6	JavaScript
91	BirulZ/UserStateDetection Exploring State-of-the-Art Tools for Emotion Detection / LibreFace Implementation	12	Experimental	3	—
92	fokoid/learnwithroo An emotion recognition game to aid social development in children	12	Experimental	3	JavaScript
93	DeepakSawalka/Emotion-Detection Developed a emotion recognition system using controlled AI and OpenCV, which...	12	Experimental	3	JavaScript
94	AlyyanAhmed21/Emotion-Recognition-MLOps End-to-end MLOps Facial Emotion Recognition app with ViT, Gradio UI, and...	12	Experimental	1	Jupyter Notebook
95	Chimbay/SocialCueWebapp CUE (Clear Understanding of Emotion) is a web app that helps children with...	12	Experimental	1	JavaScript
96	SaidaAourras/Detection_Emotions_Faciales Deep learning prototype for fashion image classification using TensorFlow...	12	Experimental	1	Jupyter Notebook
97	Tarekuzjaman0/Emotion-Detection A real-time face and emotion detection script using Python, OpenCV, and...	11	Experimental	—	Python
98	BraveVahid/facial-emotion-recognition A deep learning project for facial emotion recognition using CNN...	11	Experimental	8	Jupyter Notebook
99	Justin900429/mimicking-annotation-micro-expression-recognition [ACM MM22] Mimicking the Annotation Process for Recognizing the Micro Expressions	11	Experimental	37	Python
100	berry2012/emotion-recognition Facial emotion recognition model to accurately classify facial expressions...	11	Experimental	—	Jupyter Notebook
101	404-ERROR-Striver/face-emotion-detection Real-time Face Emotion Detection using TensorFlow and OpenCV.	11	Experimental	—	Python
102	AliRooshan/Emotion-Recognition-CNN A real-time facial emotion recognition web app built with Flask and a custom...	11	Experimental	—	HTML
103	unaizaahmedk/Facial-Emotion-Detection A CNN-based system that classifies facial expressions into 7 emotions from...	11	Experimental	—	Jupyter Notebook
104	SamerZaina/emotion-recognition-dl Deep learning model for facial emotion recognition using EfficientNetB0 and...	11	Experimental	—	Jupyter Notebook
105	mi5t4n/emotion-quote Emotion-quote is a web application which detects the facial expression in pictures.	11	Experimental	—	JavaScript
106	sumi29910/Face-Recognition-Mental-Health-Analysis AI-powered Face Recognition Mental Health Analysis system using computer...	11	Experimental	—	JavaScript
107	phyulwin/face-mood-detection-fastapi-onnx-webapp A real-time facial emotion recognition web application powered by an ONNX...	11	Experimental	—	JavaScript
108	Umer-Jahangir/Emotion-Detection-AI This project is a full-stack emotion detection web application that analyzes...	11	Experimental	—	JavaScript
109	Technical-Inspiration-Project-Society/EXPRESSION-DETECTION-USING-OPENCV The aim of this report is to provide an overview of the development and...	11	Experimental	2	—
110	valentincognito/emotion-battle An attempt to create an original game with tensorflow.js	10	Experimental	1	JavaScript
111	pragmaticgeek/face-sentiment-analysis The purpose of this repository is to provide a demo how to use various face...	10	Experimental	1	JavaScript
112	HassanRady/Happy-Face-Detection Classifying smiling people	10	Experimental	1	Jupyter Notebook

Comparisons in this category

Emotion-recognition and Emotion-detection (44 vs 44) Emotion-recognition and emotion-recognition-neural-networks (44 vs 44) facial-expression-recognition-using-cnn and Facial_Expression_Recognition (44 vs 33)