Emotion_detection_with_CNN

Packages need to be installed

• All packages required are found in the requirements text file.
• In your conda environment or file directory, use:
  • pip install -r "path"
  • replace path by the path to the requirements text file.
  • make sure to add .txt to the end of the path

Dataset Used

• The used dataset is confidential and can not be shared.
• You can add your own dataset to the data file by dividing it into the test and train folders.
• The model applies minor preprocessing operations to the dataset before processing it

Train Emotion detector

• with all face expression images in the Dataset
• command --> python TrainModel.py

It will take several hours depends on your processor. (On AMD processor ryzen 7500H with 16 GB RAM it took me around 4 hours) after Training , you will find the trained model structure and weights are stored in your project directory. emotion_model.json emotion_model.h5

copy these two files create model folder in your project directory and paste it.

run your emotion detection test file

python TestModel.py

Evaluate your model by getting its accuracy and confusion matrix

python EvaluateModel.py