Top 45 emotion-recognition open source projects

JavaScript API for face detection and face recognition in the browser and nodejs with tensorflow.js

DELTA is a deep learning based natural language and speech processing platform.

Modality-Transferable-MER, multimodal emotion recognition model with zero-shot and few-shot abilities.

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".

OpenVINO+NCS2/NCS+MutiModel(FaceDetection, EmotionRecognition)+MultiStick+MultiProcess+MultiThread+USB Camera/PiCamera. RaspberryPi 3 compatible. Async.

Emotion recognition in conversation

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

An AI Tool to record expressions of users as they watch a video and then visualize the funniest parts of it!

The project uses state of the art deep learning on collected data for automatic analysis of emotions.

👹 Emotion recognition in Node.js

PyTorch implementation of Emotic CNN methodology to recognize emotions in images using context information.

🎓 📜 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'.

An in-depth analysis of audio classification on the RAVDESS dataset. Feature engineering, hyperparameter optimization, model evaluation, and cross-validation with a variety of ML techniques and MLP

Implementation of the paper "Hierarchical GRU for Utterance-level Emotion Recognition" in NAACL-2019.

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,…

XED multilingual emotion datasets

Source code for 1st winner of face micro-emotion competition, FG 2017.

3 networks to recognition age,gender and emotion

PyTorch code for "M³T: Multi-Modal Multi-Task Learning for Continuous Valence-Arousal Estimation"

Deep-learning models of NTUA-SLP team submitted in SemEval 2018 tasks 1, 2 and 3.

CLUE Emotion Analysis Dataset 细粒度情感分析数据集

Proof-of-concept of emotion-targeted content delivery using machine learning and ARKit.

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.

The code for our IEEE ACCESS (2020) paper Multimodal Emotion Recognition with Transformer-Based Self Supervised Feature Fusion.

Wav2Vec for speech recognition, classification, and audio classification

Multimodal sentiment analysis using hierarchical fusion with context modeling

Conversational text Analysis using various NLP techniques

Spatial Temporal Graph Convolutional Networks for Emotion Perception from Gaits

[ICASSP19] An Interaction-aware Attention Network for Speech Emotion Recognition in Spoken Dialogs

Implementation of the paper "Real-Time Emotion Recognition via Attention Gated Hierarchical Memory Network" in AAAI-2020.

An emotion classifier of text containing technical content from the SE domain

Identifies emotion(s) from user facial expressions

Facial Expression Recognition

No description or website provided.

This repository contains the dataset and the PyTorch implementations of the models from the paper Recognizing Emotion Cause in Conversations.

This project is a semi-supervised approach to detect emotions on faces in-the-wild using GAN

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.

2 networks to recognition gender and emotion; face detection using Opencv or Mtcnn

PyTorch implementation of TSception

Emotion recognition from EEG and physiological signals using deep neural networks

Speaker independent emotion recognition

Attention-based bidirectional LSTM for Classification Task (ICASSP)

Facial Expression Recognition Using CNN and Haar-Cascade

Code repo for the EMOTIC dataset

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.