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Facial expression recognition problem (Kaggle, 2013)

This is a final project for Machine Learning course at Ukrainian Catholic University.

The structure of the repository:

  • notebooks - jupyter notebooks with experiments and explanations
  • scrips - scripts written to automate the process of prediction
  • model - saved models and their pre-trained weights
  • images - visualizations, results and schemas
  • data - dataset + test images

Baseline model

Our baseline model has the following architecture:

image