facial-expression-recognition

There are 66 repositories under facial-expression-recognition topic.

serengil / deepface
A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python
age-prediction arcface deep-learning deepface deepid emotion-recognition face-analysis face-recognition facenet facial-expression-recognition facial-recognition gender-prediction machine-learning openface python race-classification vgg-face
Language:Python 9908
WuJie1010 / Facial-Expression-Recognition.Pytorch
A CNN based pytorch implementation on facial expression recognition (FER2013 and CK+), achieving 73.112% (state-of-the-art) in FER2013 and 94.64% in CK+ dataset
facial-expression-recognition face-recognition fer2013 ckan-extension
Language:Python 1713
serengil / tensorflow-101
TensorFlow 101: Introduction to Deep Learning
tensorflow python neural-networks deep-learning machine-learning face-recognition facial-expression-recognition style-transfer autoencoders transfer-learning convolutional-neural-networks age-prediction gender-prediction celebrity-recognition automl vgg-face facenet openface deepface emotion-analysis
Language:Jupyter Notebook 1017
thoughtworksarts / EmoPy
A deep neural net toolkit for emotion analysis via Facial Expression Recognition (FER)
deep-neural-networks facial-expression-recognition emotion face neural-nets emotion-recognition python fer neural-network
Language:Python 909
av-savchenko / face-emotion-recognition
Efficient face emotion recognition in photos and videos
emotion-analysis emotion-detection emotion-recognition face-emotion-detection face-emotion-recognition face-expression facial-expression-recognition facial-expressions
Language:Jupyter Notebook 552
amineHorseman / facial-expression-recognition-using-cnn
Deep facial expressions recognition using Opencv and Tensorflow. Recognizing facial expressions from images or camera stream
cnn cnn-classification deep-learning facial-expression-recognition facial-landmarks fer2013 hog-features image-classification images machine-learning opencv python tensorflow tflearn
Language:Python 433
huihut / Facemoji
😆 A voice chatbot that can imitate your expression. OpenCV+Dlib+Live2D+Moments Recorder+Turing Robot+Iflytek IAT+Iflytek TTS
unity face-detection facial-expression-recognition opencv dlib live2d emoji gif chatbot turing-machine turing chatbots ai tts iat iflytek voice-chat
Language:C# 419
ResidualMaskingNetwork
phamquiluan / ResidualMaskingNetwork
ICPR 2020: Facial Expression Recognition using Residual Masking Network
fer2013 facial-expression-recognition residual-masking-network pytorch emotion-detection emotion-recognition
Language:Python 415
Danial-Kord / DigiHuman
Automatic 3D Character animation using Pose Estimation and Landmark Generation techniques
mediapipe 3d-landmarks blendshapes pose-estimation animation blazeface blazepose character-animation deep-neural-networks facemesh mediapipe-hands metahumans rendering-3d-graphics unity3d facial-animation facial-expression-recognition digital-human gan
Language:C# 407
facetorch
tomas-gajarsky / facetorch
Python library for analysing faces using PyTorch
conda-forge deep-learning deepfake-detection docker-compose face-detection facial-detection facial-expression-recognition machine-learning neural-networks pypi-package pytorch torchscript torchvision computer-vision image-analysis 3d-face-alignment facial-landmarks facial-landmarks-detection face-verification facial-action-units
Language:Python 399
JustinShenk / fer
Facial Expression Recognition with a deep neural network as a PyPI package
fer2013 emotion-detection emotion-recognition python facial-expression-recognition tensorflow
Language:Jupyter Notebook 315
sajjjadayobi / FaceLib
Face Analysis: Detection, Age Gender Estimation & Recognition
face face-detection face-recognition retinaface pytorch age-gender facial-expression-recognition gender-estimation recognition deep-learning
Language:Python 266
RainbowRui / Landmark-Driven-Facial-Expression-Recognition
A landmark-driven method on Facial Expression Recognition (FER)
facial-expression-recognition fer2013
Language:Python 231
zengqunzhao / EfficientFace
[AAAI'21] Robust Lightweight Facial Expression Recognition Network with Label Distribution Training
aaai2021 computer-vision facial-expression-recognition lightweight pytorch
Language:Python 164
amineHorseman / facial-expression-recognition-svm
Training SVM classifier to recognize people expressions (emotions) on Fer2013 dataset
svm machine-learning facial-expression-recognition python scikit-learn fer2013 hog-features hog svm-classifier sklearn
Language:Python 160
kdhht2334 / awesome-SOTA-FER
A curated list of facial expression recognition in both 7-emotion classification and affect estimation.
awesome-list awesome-readme emotion facial-emotion-recognition facial-expression-recognition
155
BCV-Uniandes / AUNets
Pytorch implementation of Multi-View Dynamic Facial Action Unit Detection, Image and Vision Computing (2018)
action-units facial-expression-recognition emotion-recognition facial-action-units facial-expressions pytorch
Language:Python 147
cuguilke / microexpnet
MicroExpNet: An Extremely Small and Fast Model For Expression Recognition From Frontal Face Images
tensorflow facial-expression-recognition model-compression machine-learning deep-neural-networks deep-learning knowledge-distillation
Language:Python 140
HCPLab-SYSU / CD-FER-Benchmark
A Unified Evaluation Benchmark for Cross-Domain Facial Expression Recognition (TPAMI 2022, ACM MM 2020)
cross-domain-learning facial-expression-recognition
Language:Python 104
susantabiswas / realtime-facial-emotion-analyzer
Human Emotion Analysis using facial expressions in real-time from webcam feed. Based on the dataset from Kaggle's Facial Emotion Recognition Challenge.
emotion-recognition keras-neural-networks realtime emoji facial-expression-recognition emotion-detection
Language:Jupyter Notebook 104
AIML-Human-Attributes-Detection-with-Facial-Feature-Extraction
weblineindia / AIML-Human-Attributes-Detection-with-Facial-Feature-Extraction
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.
mxnet mxnet-imageclassification facial-recognition facial-expression-recognition face-recognition age-recognition gender-classification gender-recognition emotion-detection emotion-recognition gender-prediction facenet facenet-trained-models artificial-intelligence-algorithms machine-learning-algorithms aiml artificial-intelligence machine-learning facial-attributes facial-features-extraction
Language:Python 103
rishabhjainps / Facial-Expression-Recognition
Classify each facial image into one of the seven facial emotion categories considered using CNN based on https://www.kaggle.com/c/challenges-in-representation-learning-facial-expression-recognition-challenge
facial-expression-recognition convolutional-neural-networks python kaggle keras deep-learning
Language:Python 100
donydchen / FMPN-FER
😁[VCIP'19 Oral] Official PyTorch Implementation of Facial Motion Prior Networks for Facial Expression Recognition
facial-expression-recognition vcip-2019 pytorch expression
Language:Python 96
vijuSR / facial_emotion_recognition__EMOJIFIER
Recognizes the facial emotion and overlays emoji, equivalent to the emotion, on the persons face.
facial-expression-recognition emojification deep-learning convolutional-neural-networks tensorflow python
Language:Python 94
ESanchezLozano / Action-Units-Heatmaps
Code for BMVC paper "Joint Action Unit localisation and intensity estimation through heatmap regression"
action-units heatmap-regression facial-expression-recognition facs expression-recognition
Language:Python 85
zyh-uaiaaaa / Erasing-Attention-Consistency
Official implementation of the ECCV2022 paper: Learn From All: Erasing Attention Consistency for Noisy Label Facial Expression Recognition
attention deep-learning eccv facial-expression-recognition image-classification noisy-label-learning pytorch
Language:Python 76
pedrodiamel / ferattention
FERAtt: Facial Expression Recognition with Attention Net
pytorch fer facial-expression-recognition deep-learning
Language:Jupyter Notebook 75
zengqunzhao / MA-Net
[TIP'21] Learning Deep Global Multi-scale and Local Attention Features for Facial Expression Recognition in the Wild
computer-vision facial-expression-recognition deep-learning pytorch
Language:Python 72
zengqunzhao / Former-DFER
[MM'21] Former-DFER: Dynamic Facial Expression Recognition Transformer
computer-vison facial-expression-recognition pytorch transformer video-analysis acmmm2021
Language:Python 66
Ectelion / facial-expression-recognition
The main purpose of the project - recognition of emotions based on facial expressions. Cohn-Kanade data set (http://www.pitt.edu/~emotion/ck-spread.htm) is used for explorations and training
facial-expressions facial-expression-recognition recognition emotion cohn-kanade computer-vision facial-recognition machine-learning
Language:R 64
dacl
amirhfarzaneh / dacl
Deep Attentive Center Loss
fer dacl loss wild emotion facial-expression-recognition attention attentive center-loss
Language:Python 60
DeepInEvil / webCamEmocognizer
A cool emotion detector using your laptop/desktop webcam
convolutional-neural-networks facial-expression-recognition python deep-learning
Language:Python 57
SimKarras / Amend-Representation-Module
ARM - Official PyTorch Implementation
raf-db pytorch facial-expression-recognition
Language:Python 57
TalkAI / facial-emotion-recognition-gluon
Apache MXNet Gluon implementation for state of the art FER+ paper for Facial Emotion Recognition - https://arxiv.org/abs/1608.01041
deeplearning facial-emotion-recognition facial-expression-recognition fer gluon model-server mxnet
Language:Jupyter Notebook 56
yoshidan / pytorch-facial-expression-recognition
Lightweight Facial Expression(emotion) Recognition model
facial-expression-recognition pytorch-cnn cnn xception fer2013 fer pytorch emotion
Language:Python 56
ihp-lab / LibreFace
[WACV 2024] LibreFace: An Open-Source Toolkit for Deep Facial Expression Analysis
action-units csharp-code facial-expression-recognition opensource-projects pytorch-implementation toolbox toolkit wacv2024
Language:Python 55

facial-expression-recognition

serengil / deepface

WuJie1010 / Facial-Expression-Recognition.Pytorch

serengil / tensorflow-101

thoughtworksarts / EmoPy

av-savchenko / face-emotion-recognition

amineHorseman / facial-expression-recognition-using-cnn

huihut / Facemoji

phamquiluan / ResidualMaskingNetwork

Danial-Kord / DigiHuman

tomas-gajarsky / facetorch

JustinShenk / fer

sajjjadayobi / FaceLib

RainbowRui / Landmark-Driven-Facial-Expression-Recognition

zengqunzhao / EfficientFace

amineHorseman / facial-expression-recognition-svm

kdhht2334 / awesome-SOTA-FER

BCV-Uniandes / AUNets

cuguilke / microexpnet

HCPLab-SYSU / CD-FER-Benchmark

susantabiswas / realtime-facial-emotion-analyzer

weblineindia / AIML-Human-Attributes-Detection-with-Facial-Feature-Extraction

rishabhjainps / Facial-Expression-Recognition

donydchen / FMPN-FER

vijuSR / facial_emotion_recognition__EMOJIFIER

ESanchezLozano / Action-Units-Heatmaps

zyh-uaiaaaa / Erasing-Attention-Consistency

pedrodiamel / ferattention

zengqunzhao / MA-Net

zengqunzhao / Former-DFER

Ectelion / facial-expression-recognition

amirhfarzaneh / dacl

DeepInEvil / webCamEmocognizer

SimKarras / Amend-Representation-Module

TalkAI / facial-emotion-recognition-gluon

yoshidan / pytorch-facial-expression-recognition

ihp-lab / LibreFace