GitPlanet

Cheap and reliable Node.js hosting starts at $3/month, and $1/month static HTML hosting

Created with love in Canada, visit hostnodejs.com today

Feel like to post an Ad? Learn Details
All Projects → Ectelion → facial-expression-recognition

Ectelion / facial-expression-recognition

Licence: MIT license
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

Programming Languages

r
7636 projects

Labels

machine-learningrecognitioncomputer-visionemotionfacial-recognitionfacial-expressionsfacial-expression-recognitioncohn-kanade

Projects that are alternatives of or similar to facial-expression-recognition

Emotion-Investigator
An Exciting Deep Learning-based Flask web app that predicts the Facial Expressions of users and also does Graphical Visualization of the Expressions.
Stars: ✭ 44 (-26.67%)
Mutual labels:  emotion, facial-expressions, facial-expression-recognition
Hemuer
An AI Tool to record expressions of users as they watch a video and then visualize the funniest parts of it!
Stars: ✭ 22 (-63.33%)
Mutual labels:  facial-recognition, facial-expression-recognition
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.
Stars: ✭ 48 (-20%)
Mutual labels:  facial-recognition, facial-expression-recognition
Vokaturiandroid
Emotion recognition by speech in android.
Stars: ✭ 79 (+31.67%)
Mutual labels:  recognition, emotion
FacialEmotionRecognition
Using Extended Cohn-Kanade AU-Coded Facial Expression Database to classify basic human facial emotion expressions using ann
Stars: ✭ 28 (-53.33%)
Mutual labels:  emotion
WWW2021
Official repository to release the code and datasets in the paper "Mining Dual Emotion for Fake News Detection", WWW 2021.
Stars: ✭ 45 (-25%)
Mutual labels:  emotion
webCamEmocognizer
A cool emotion detector using your laptop/desktop webcam
Stars: ✭ 57 (-5%)
Mutual labels:  facial-expression-recognition
Personal-Emotional-Stylized-Dialog
A Paper List for Personalized, Emotional, and stylized Dialog
Stars: ✭ 112 (+86.67%)
Mutual labels:  emotion
rebass
⚛️ React primitive UI components built with styled-system.
Stars: ✭ 7,844 (+12973.33%)
Mutual labels:  emotion
plexus
Plexus - Interactive Emotion Visualization based on Social Media
Stars: ✭ 27 (-55%)
Mutual labels:  emotion
chronist
Long-term analysis of emotion, age, and sentiment using Lifeslice and text records.
Stars: ✭ 23 (-61.67%)
Mutual labels:  emotion
lostX
(RSS 2018) LoST - Visual Place Recognition using Visual Semantics for Opposite Viewpoints across Day and Night
Stars: ✭ 60 (+0%)
Mutual labels:  recognition
Senti4SD
An emotion-polarity classifier specifically trained on developers' communication channels
Stars: ✭ 41 (-31.67%)
Mutual labels:  emotion
Selfhosted-Google-Photos-Alternative
A complete guide on exiting Google, Amazon or any proprietary service Photos storage with all the features you would want.
Stars: ✭ 143 (+138.33%)
Mutual labels:  facial-recognition
Awesome-Human-Activity-Recognition
An up-to-date & curated list of Awesome IMU-based Human Activity Recognition(Ubiquitous Computing) papers, methods & resources. Please note that most of the collections of researches are mainly based on IMU data.
Stars: ✭ 72 (+20%)
Mutual labels:  recognition
spring-keyframes
✌️1.4kb library to generate css keyframes in css-in-js based on a spring algorithm, with emotion
Stars: ✭ 65 (+8.33%)
Mutual labels:  emotion
MA-Net
“Learning Deep Global Multi-scale and Local Attention Features for Facial Expression Recognition in the Wild”, IEEE T-IP, 2021.
Stars: ✭ 53 (-11.67%)
Mutual labels:  facial-expression-recognition
facematch
Facematch is a tool to verifies if two photos contain the same person.
Stars: ✭ 62 (+3.33%)
Mutual labels:  recognition
FaceIDLight
A lightweight face-recognition toolbox and pipeline based on tensorflow-lite
Stars: ✭ 17 (-71.67%)
Mutual labels:  recognition
EmoticonsBoard
Function keyboard and emotions. Android表情键盘，可动态更新表情。
Stars: ✭ 31 (-48.33%)
Mutual labels:  emotion
View All Similar Projects ➔

Facial Expression Recognition

The main purpose of the project is 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.

The Cohn-Kanade is a data set of face images labeled for 7 expressions/emotions :

  • Anger
  • Contempt
  • Disgust
  • Fear
  • Happiness
  • Sadness
  • Surprise

The solution consists of versatile classifiers including Decision Tree, Random Forests, Support Vector Machines, DT based Binary Classifier, simple hybrid classifier.

Performance results, estimated by cross validation tests:

  • Multi-class Support Vector Machines (radial kernel, kernlab): 97.3% (st. deviation = 0.4%)
  • Multi-class Support Vector Machines (linear kernel, e1071): 96.5%
  • Decision Tree based classifier: 89.63%
Note that the project description data, including the texts, logos, images, and/or trademarks, for each open source project belongs to its rightful owner. If you wish to add or remove any projects, please contact us at [email protected].