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Search results for python emotion recognition

emotion-recognition x

128 search results found

Deepface ⭐ 8,993

A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python

Speech Emotion Analyzer ⭐ 1,155

The neural network model is capable of detecting five different male/female emotions from audio speeches. (Deep Learning, NLP, Python)

Conv Emotion ⭐ 1,146

This repo contains implementation of different architectures for emotion recognition in conversations.

Emotion Detection ⭐ 907

Real-time Facial Emotion Detection using deep learning

Emotion Recognition Neural Networks ⭐ 803

Emotion recognition using DNN with tensorflow

A deep neural net toolkit for emotion analysis via Facial Expression Recognition (FER)

Emotion Recognition ⭐ 693

Real time emotion recognition

Facepose_pytorch ⭐ 591

🔥🔥The pytorch implement of the head pose estimation(yaw,roll,pitch) and emotion detection with SOTA performance in real time.Easy to deploy, easy to use, and high accuracy.Solve all problems of face detection at one time.(极简，极快，高效是我们的宗旨)

Official repository accompanying a CVPR 2022 paper EMOCA: Emotion Driven Monocular Face Capture And Animation. EMOCA takes a single image of a face as input and produces a 3D reconstruction. EMOCA sets the new standard on reconstructing highly emotional images in-the-wild

Hierarchical perception library in Python for pose estimation, object detection, instance segmentation, keypoint estimation, face recognition, etc.

Emotion Recognition Using Speech ⭐ 392

Building and training Speech Emotion Recognizer that predicts human emotions using Python, Sci-kit learn and Keras

Facial Expression Recognition with a deep neural network as a PyPI package

Emotion ⭐ 298

😄 Recognizes human faces and their corresponding emotions from a video or webcam feed. Powered by OpenCV and Deep Learning.

Multimodal Emotion Recognition ⭐ 276

A real time Multimodal Emotion Recognition web app for text, sound and video inputs

Speech Emotion Recognition ⭐ 273

Speaker independent emotion recognition

Unify Emotion Datasets ⭐ 189

A Survey and Experiments on Annotated Corpora for Emotion Classification in Text

PyTorch Implementation for Paper "Emotionally Enhanced Talking Face Generation"

Speech_emotion_recognition_blstm ⭐ 178

Bidirectional LSTM network for speech emotion recognition.

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

Pytorch implementation of Multi-View Dynamic Facial Action Unit Detection, Image and Vision Computing (2018)

Emotion Recognition From Speech ⭐ 116

A machine learning application for emotion recognition from speech

Tim Net_ser ⭐ 111

[ICASSP 2023] Official Tensorflow implementation of "Temporal Modeling Matters: A Novel Temporal Emotional Modeling Approach for Speech Emotion Recognition".

Ai Nlp Paper Readings ⭐ 107

This is my reading list for my PhD in AI, NLP, Deep Learning and more.

Face_info ⭐ 99

face recognition, detection of facial attributes (age, gender, emotion and race) for python.

Deep Surveillance Monitor Facial Emotion Age Gender Recognition System ⭐ 92

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

Official implementation of the paper "Estimation of continuous valence and arousal levels from faces in naturalistic conditions", Antoine Toisoul, Jean Kossaifi, Adrian Bulat, Georgios Tzimiropoulos and Maja Pantic, Nature Machine Intelligence, 2021

Monika.i ⭐ 83

Submod for MAS with AI based features

Dialogue Understanding ⭐ 82

This repository contains PyTorch implementation for the baseline models from the paper Utterance-level Dialogue Understanding: An Empirical Study

Emotionalconversionstargan ⭐ 75

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".

Computer Vision Raspberrypi ⭐ 68

Sample projects for Computer Vision with Raspberry Pi and Movidius Neural Compute Stick

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

Emotiw2018 ⭐ 60

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

Ntua Slp Semeval2018 ⭐ 58

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

Dialoguecrn ⭐ 54

Source code for ACL-IJCNLP 2021 paper "DialogueCRN: Contextual Reasoning Networks for Emotion Recognition in Conversations"

Facifier ⭐ 53

An emotion and gender detector based on facial features, built with Python and OpenCV

Openvino Emotionrecognition ⭐ 52

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

Tsception ⭐ 50

PyTorch implementation of TSception

Tsception ⭐ 49

[TAFFC-2022] PyTorch implementation of TSception v2

CPED: A Large-Scale Chinese Personalized and Emotional Dialogue Dataset for Conversational AI | 中文个性情感对话数据集

Unsupervised Face Representation ⭐ 47

Implementation for Pre-training strategies and datasets for facial representation learning, ECCV 2022

Emotion Recognition ToolKit (ERTK): tools for emotion recognition. Dataset processing, feature extraction, experiments,

Multimodal sentiment analysis using hierarchical fusion with context modeling

Cluemotionanalysis2020 ⭐ 42

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

Face And Emotion Recognition ⭐ 40

Realtime person's face recognize and can classify emotion using webcam, video or images.

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

Emotionclassifier ⭐ 36

real-time face detection and emotion classification

Openpose Based Gui For Realtime Pose Estimate And Action Recognition ⭐ 34

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.

Facial Expression Recognition

Emotion Music Recommendation ⭐ 31

Flask web app for recommending music based on your facial expressions using FER 2013 dataset and Spotify api

Self Supervised Embedding Fusion Transformer ⭐ 29

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

Lstm Attention ⭐ 29

Attention-based bidirectional LSTM for Classification Task (ICASSP)

Spatial Temporal Graph Convolutional Networks for Emotion Perception from Gaits

Emotionchallenge ⭐ 28

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

Aniemore ⭐ 28

Emotions recognition from audio and text files (only russian language)

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

Age Gender And Emotion Recognition ⭐ 25

3 networks to recognition age,gender and emotion

Facial Expression Recognition ⭐ 24

Speech Emotion Recognition ⭐ 23

Predicting various emotion in human speech signal by detecting different speech components affected by human emotion.

Modality Transferable Mer ⭐ 23

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

Emotion_detection_cpc ⭐ 22

Emotion detection in audio utilising self-supervised representations trained with Contrastive Predictive Coding (CPC).

Emotion Recognition Using Python ⭐ 20

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.

Dissertation ⭐ 20

🎓 📜 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'.

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

Resnet Emotion Recognition ⭐ 19

Identifies emotion(s) from user facial expressions

Fakeblock ⭐ 19

A Deep Learning application to recognize emotion from facial expressions.

Code for the InterSpeech 2023 paper: MMER: Multimodal Multi-task learning for Speech Emotion Recognition

Emotion Recognition ⭐ 18

A classification model in Machine Learning capable of recognizing human facial emotions

Py_emotateur ⭐ 18

It is a game for imitating other people's facial expressions and measure their similarity

Exemplary Empathy ⭐ 18

This repository contains the source codes of the paper -- Exemplars-guided Empathetic Response Generation Controlled by the Elements of Human Communication

Face Classification ⭐ 18

Computer Vision project that detects emotion, age and gender after detecting faces.

Multi Task Cnn Eeg Emotion ⭐ 17

Code for the paper "Multi-Task CNN Model for Emotion Recognition from EEG Brain Maps". DEAP dataset. Python/Keras/Tensorflow 2 Impementation.

The repository for ACL 2023 paper "Supervised Adversarial Contrastive Learning for Emotion Recognition in Conversations", and SemEval@ACL 2023 paper "UCAS-IIE-NLP at SemEval-2023 Task 12: Enhancing Generalization of Multilingual BERT for Low-resource Sentiment Analysis"

Metahuman Emotion Recognition ⭐ 17

Emotionally responsive Virtual Metahuman CV with Real-Time User Facial Emotion Detection (Unreal Engine 5).

Emotion And Gender Classification ⭐ 17

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

3d Cnn Emotion Recognition ⭐ 15

Volumetric CNN for Emotion Recognition for iPhone face dataset

Sentiment analysis and emotion classification for Italian using BERT (fine-tuning). Published at the WASSA workshop (EACL2021).

Fed Multimodal ⭐ 15

Greedy Face Features ⭐ 15

Greedy Search for Descriptive Spatial Face Features

Deep Learning For Expression Recognition In Image Sequences ⭐ 14

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

Demux Memo ⭐ 14

[ICASSP'23] This repo contains code for the Demux & MEmo emotion recognition models (https://arxiv.org/abs/2210.15842), as well as code to leverage the emotion embeddings of Demux to perform zero-shot knowledge transfer (https://arxiv.org/abs/2211.00171).

Emotion Recognition Gan ⭐ 14

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

Fg2021 Bold ⭐ 13

[IEEE FG2021] PyTorch code for paper titled "Leveraging Semantic Scene Characteristics and Multi-Stream Convolutional Architectures in a Contextual Approach for Video-Based Visual Emotion Recognition in the Wild".

Transformer Based Ser ⭐ 13

Transformer-based model for Speech Emotion Recognition(SER) - implemented by Pytorch

Speech Emotion Recognition Using Self Attention ⭐ 13

Implementation of the paper "Improved End-to-End Speech Emotion Recognition Using Self Attention Mechanism and Multitask Learning" From INTERSPEECH 2019

Emotion Recognition ⭐ 13

Emotion recognition from face

Speech Emotion Recognition ⭐ 13

A program that uses neural networks to detect emotions from pre-recorded and real-time speech

Chat Bot Emotion Recognition History Recollection ⭐ 12

Conversational agent which can sense user emotion and remember prior conversations

Aiml Human Attributes Detection With Facial Feature Extraction ⭐ 12

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.

Multimodal Emotion eXpression Capture Amsterdam. Pipeline for capturing emotion expressions from multiple modalities (video, audio, text) in the wild.

Emotionclassification_fer2013 ⭐ 11

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.

Turning words into lively shades!

Video Expression Recognition ⭐ 11

Recognising expression/emotion of unique faces in a video

Facial Expression Recognition Keras Fer2013 ⭐ 11

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/FacialExpressionRecogni

Official project page of AVCAffe - AAAI 2023

Emotiondetection_realtime ⭐ 10

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.

Emotionrecognition_2dcnn Lstm ⭐ 9

The code ruproduced the emotion recognition model, 2D CNN LSTM networks, which based on <Speechemotionrecognitionusingdeep1D&2DCNNLSTMnetw Jianfeng Zhao et.

Deap Emotion Recognition ⭐ 9

Emotion Recogniton LSTM RNN Arousal Valence

Facialmmt ⭐ 9

Code for paper "A Facial Expression-Aware Multimodal Multi-task Learning Framework for Emotion Recognition in Multi-party Conversations"

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