School Project : Create an AI that detects whether a mask is on or off.
Contributors : Rémi ARBACHE, Paul BUCAMP, Eugénie DALMAS
The mask detection model has been trained a custom dataset with the notebook data_creation.ipynb and trained with the first cells of the project.ipynb notebook.
The detection can be tried in project.ipynb using the camera. A pre-trained model svm_model can be loaded : in the cell "Initialize the model", uncomment #svm = joblib.load(filename) to load the pre-trained model and directly run the detection in the last cell "Try it !".