A gentle introduction to IA & ML for the DuMAS department day, September 2023, 22.
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The directory
Slides
contains the introduction slides to Artificial Intelligence (AI) and Machine Learning (ML) presented for the DuMAS department day. -
2 notebooks are proposed in the
Notebooks
directory:-
01_Classify_micrographs.ipynb
: shows how to load and pre-process labeled micrographs images used to train a Convolutional Neureal Network (CNN) to classify the micropgraphs. -
02_Classify_micrographs_EarlyStopping.ipynb
: shows the influence of different "early stopping strategies" on the training of the CNN and the performances of the trained CNN.
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