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face_emotion_recognition's Introduction

Face and Emotion Recognition Webapp

This project was aimed to deploy a deep learning application to recognise person's face and emotion.

Dependencies

You can install Python dependencies using pip install -r requirements.txt , and it should just work. if you want to install package manually, here's a list:

  • Python
  • Scikit Learn
  • Tensorflow
  • OpenCv
  • Pillow
  • Numpy
  • Matplotlib
  • dlib

Dataset

The dataset consist of images of 15 celebrities, 100 for each for face recognition and consists of images of 7 types of emotions, 1300 for each emotion for emotion detection.

repo5

Facial dataset

Emotion dataset

Approach

Step 1. Data Preprocessing

repo6

Step 2. Face and Emotion Recognition Model

Pipeline for model

Step 3. WebApp Framework

repo7

Deployed Web Application

repo8

WebApp Link

Result

repo2

References

Viola Jones Documentation

Sklearn

Viola Jones Research Paper

Cascade Classifier

Voting Classifier

face_emotion_recognition's People

Contributors

utkarsh-vats-2000 avatar atul-dhamija avatar

Stargazers

avatar

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