FER : Facial Expression Recognition

Info

• Open Source deep learning framework TensorFlow is used in Facial Expression Recognition(FER).
• We achieved 75% accuracy of both training and validation on FER2013 Dataset.

Dependencies*

For Script

• Python3 (>=3.3)
• TensorFlow (>=2.0)
• OpenCV (python3)

For Training

• Python3
• TensorFlow
• Numpy
• Pandas
• Seaborn
• Matplotlib
• Other module used

*Tested on MacOS

Usage

• Install Dependencies using

   pip3 install -U pip
   pip3 install -r requirements.txt
  

• To run, just type

   python3 main.py
  

  OR using appropriate permission type

   ./main.py
  

  using your terminal

• To quit, press q

• To Train Model

  Open Model Training Directory and open the relevant training notebook using Google Colab or your local computer to train model

Issues & Suggestions

If any issues and suggestions to me, you can create an issue.