FaceLIBRAS

FaceLIBRAS is a Convolutional Neural Network for facial expression classification.

How to use

• Download this repository
• Import the facelibras() function inside the facelibras.py

facelibras(database_path, nb_epoch, use_augmentation = None, resize = None)

• database_path: The path to database folder
• nb_epoch: The number of epochs to use
• use_augmentation: If should use image augmentation or not (defaul = False)
• resize: If the image need to be resize to 100x100 (default = True)

The function returns the train history and the trained model. You can use the functions in Utils.py to save the history as .CSV or plot

Datasets

Read the datasets creation