140 Open Source Emotion Recognition Software Projects
Free and open source emotion recognition code projects including engines, APIs, generators, and tools.
Face API.js 13403 ⭐
Serengil Deepface 3102 ⭐
A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python
Speech Emotion Analyzer 804 ⭐
The neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)
Conv Emotion 841 ⭐
This repo contains implementation of different architectures for emotion recognition in conversations.
Emotion 363 ⭐
:smile: Recognizes human faces and their corresponding emotions from a video or webcam feed. Powered by OpenCV and Deep Learning.
Multimodal Emotion Recognition 502 ⭐
A real time Multimodal Emotion Recognition web app for text, sound and video inputs
Unify Emotion Datasets 190 ⭐
A Survey and Experiments on Annotated Corpora for Emotion Classification in Text
Emotion Recognition From Speech 128 ⭐
A machine learning application for emotion recognition from speech
Emotion Recognition Using Speech 255 ⭐
Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras
Aunets 120 ⭐
Pytorch implementation of Multi-View Dynamic Facial Action Unit Detection, Image and Vision Computing (2018)
Ntua Slp Semeval2018 78 ⭐
Deep-learning models of NTUA-SLP team submitted in SemEval 2018 tasks 1, 2 and 3.
Computer Vision Raspberrypi 79 ⭐
Sample projects for Computer Vision with Raspberry Pi and Movidius Neural Compute Stick
Awesome Affective Computing 90 ⭐
A curated list of awesome affective computing 🤖❤️ papers, software, open-source projects, and resources
Emotion_and_polarity_so 73 ⭐
An emotion classifier of text containing technical content from the SE domain
Face And Emotion Recognition 103 ⭐
Realtime person's face recognize and can classify emotion using webcam, video or images.
Awesome Emotion Recognition In Conversations 166 ⭐
A comprehensive reading list for Emotion Recognition in Conversations
Realtime Facial Emotion Analyzer 66 ⭐
Human Emotion Analysis using facial expressions in real-time from webcam feed. Based on the dataset from Kaggle's Facial Emotion Recognition Challenge.
Openvino Emotionrecognition 51 ⭐
OpenVINO+NCS2/NCS+MutiModel(FaceDetection, EmotionRecognition)+MultiStick+MultiProcess+MultiThread+USB Camera/PiCamera. RaspberryPi 3 compatible. Async.
Openpose Based GUI For Realtime Pose Estimate And Action Recognition 63 ⭐
GUI based on the python api of openpose in windows using cuda10 and cudnn7. Support body , hand, face keypoints estimation and data saving. Realtime gesture recognition is realized through two-layer neural network based on the skeleton collected from the gui.
Cpg 92 ⭐
Steven C. Y. Hung, Cheng-Hao Tu, Cheng-En Wu, Chien-Hung Chen, Yi-Ming Chan, and Chu-Song Chen, "Compacting, Picking and Growing for Unforgetting Continual Learning," Thirty-third Conference on Neural Information Processing Systems, NeurIPS 2019
Emotionalconversionstargan 90 ⭐
This repository contains code to replicate results from the ICASSP 2020 paper "StarGAN for Emotional Speech Conversion: Validated by Data Augmentation of End-to-End Emotion Recognition".
Deep Surveillance Monitor Facial Emotion Age Gender Recognition System 57 ⭐
Computer Vision module for detecting emotion, age and gender of a person in any given image, video or real time webcam. A custom VGG16 model was developed and trained on open source facial datasets downloaded from Kaggle and IMDB. OpenCV,dlib & keras were used to aid facial detection and video processing. The final system can detect the emotion, age and gender of people in any given image, video or real time webcam
Group Emotion Recognition 40 ⭐
Group Emotion Recognition using deep neural networks and Bayesian classifiers.
Higrus 57 ⭐
Implementation of the paper "Hierarchical GRU for Utterance-level Emotion Recognition" in NAACL-2019.
Emotion Recognition Using Python 31 ⭐
The python code detects different landmarks on the face and predicts the emotions such as smile based on it. It automatically takes a photo of that person when he smiles. Also when the two eyebrows are lifted up, the system plays a music automatically and the music stops when you blink your right eye.
Jahin07 Emotion Recognition 21 ⭐
A classification model in Machine Learning capable of recognizing human facial emotions
Mimic_me_cv_game 20 ⭐
This repo hold the code of a simple, fun game built using Affectiva's Emotion-as-a-Service API. An Emoji is shown on the screen and one has to mimic the emoji to score points.
Emotion And Gender Classification 21 ⭐
2 networks to recognition gender and emotion; face detection using Opencv or Mtcnn
Dissertation 22 ⭐
:mortar_board: :scroll: This repository holds my final year and dissertation project during my time at the University of Lincoln titled 'Deep Learning for Emotion Recognition in Cartoons'.
Belaalb Emotion Recognition 29 ⭐
Emotion recognition from EEG and physiological signals using deep neural networks
Mevonai Speech Emotion Recognition 75 ⭐
Identify the emotion of multiple speakers in an Audio Segment
Emotion Detection In Speech 15 ⭐
Predicting emotions based on speech audio samples of American English, German and British English languages using Support Vector Machine, K-Nearest Neighbor, Random Forest and Recurrent Neural Network. Analyzing the performance of each model based on the dataset.
Interaction Aware Attention Network 30 ⭐
[ICASSP19] An Interaction-aware Attention Network for Speech Emotion Recognition in Spoken Dialogs
Pae 24 ⭐
Steven C. Y. Hung, Jia-Hong Lee, Timmy S. T. Wan, Chein-Hung Chen, Yi-Ming Chan and Chu-Song Chen. "Increasingly Packing Multiple Facial-Informatics Modules in A Unified Deep-Learning Model via Lifelong Learning" 2019 ACM on International Conference on Multimedia Retrieval
Emotion Recognition Gan 17 ⭐
This project is a semi-supervised approach to detect emotions on faces in-the-wild using GAN
Py_emotateur 17 ⭐
It is a game for imitating other people's facial expressions and measure their similarity
Hemuer 22 ⭐
An AI Tool to record expressions of users as they watch a video and then visualize the funniest parts of it!
Chat Bot Emotion Recognition History Recollection 18 ⭐
Conversational agent which can sense user emotion and remember prior conversations
Emotionclassification_fer2013 21 ⭐
Emotion classification has always been a very challenging task in Computer Vision. Using the SSD object detection algorithm to extract the face in an image and using the FER 2013 released by Kaggle, this project couples a deep learning based face detector and an emotion classification DNN to classify the six/seven basic human emotions.
Deep Learning For Expression Recognition In Image Sequences 25 ⭐
The project uses state of the art deep learning on collected data for automatic analysis of emotions.
Emotiondetection_realtime 17 ⭐
This is a Python 3 based project to display facial expressions by performing fast & accurate face detection with OpenCV using a pre-trained deep learning face detector model shipped with the library.
Dexpression 13 ⭐
TFLearn Implementation of DeXpression architecture. Batch normalization is used instead of LRN. Gives a precision of 99.3 percent, recall of 99.2 percent and f1-score of 99.2 percent on CKPlus Dataset for human emotion recognition from frontal facial images.
Sbzed Speech Emotion Recognition 23 ⭐
Predicting various emotion in human speech signal by detecting different speech components affected by human emotion.
Facial Expression Recognition Keras Fer2013 14 ⭐
This code is using FER2013 dataset with keras library and tensorflow backend. This code was fork and modified for keras with tensorflow backend from https://github.com/LamUong/FacialExpressionRecognition
Facial_expression_recognition_fer2013 20 ⭐
Images and Videos, Real-time Facial Expession Recognition Application with Combine CNN , deep learning features extraction incorporate SIFT, FAST feature .
Shujathkhan Emotion Recognition 12 ⭐
Emotions are reflected from speech, hand and gestures of the body and through facial expressions. Hence extracting and understanding of emotion has a high importance of the interaction between human and machine communication. Hence, this project basically focuses on predicting human emotions using facial recognition.
Amirhossein Hkh Facial Expression Recognition 35 ⭐
Facial Expression Recognition Using CNN and Haar-Cascade
M3t.pytorch 18 ⭐
PyTorch code for "M³T: Multi-Modal Multi-Task Learning for Continuous Valence-Arousal Estimation"
Face_info 32 ⭐
face recognition, detection of facial attributes (age, gender, emotion and race) for python.
Dialogue Understanding 96 ⭐
This repository contains PyTorch implementation for the baseline models from the paper Utterance-level Dialogue Understanding: An Empirical Study
Aghmn 20 ⭐
Implementation of the paper "Real-Time Emotion Recognition via Attention Gated Hierarchical Memory Network" in AAAI-2020.
Aiml Human Attributes Detection With Facial Feature Extraction 44 ⭐
This is a Human Attributes Detection program with facial features extraction. It detects facial coordinates using FaceNet model and uses MXNet facial attribute extraction model for extracting 40 types of facial attributes. This solution also detects Emotion, Age and Gender along with facial attributes.
Emotion_detection_cpc 21 ⭐
Emotion detection in audio utilising self-supervised representations trained with Contrastive Predictive Coding (CPC).
Modality Transferable Mer 34 ⭐
Modality-Transferable-MER, multimodal emotion recognition model with zero-shot and few-shot abilities.