Skip to content

Om4AI/Emotion-Recognition-using-Facial-Expressions

Repository files navigation

Emotion-Recognition-using-Facial-Expressions

Emotions classification from the facial expressions of people. Analyzing various emotions from dataset of faces with different emotions.


Platforms & Technologies:

  • Python
  • Google Colab
  • Kaggle Datasets & Notebooks
  • TensorFlow
  • Keras
  • Seaborn & Matplotlib
  • OpenCV
  • Streamlit



WebApp Interface:

Home Screen:

image image

The Home Screen of the WebApp shows the various options that are available in the webapp.



Static Images Emotion predictions:

image



Live Prediction Result:

image

About

Deep learning models for emotions classfication using images of people's faces. Transfer learning has been used on top of models like DenseNet 169 and MobileNetV2. This project also includes a webUI that has been created using Streamlit.

Topics

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

 
 
 

Contributors