Chapter 1 Presentation

This tutorial aims at introducing deep learning models with application on image classification. The chapters are organised as follow:

  • Brief introduction to machine learning methods: types, evaluation…
  • Focus on Neural networks and Keras: structure, fonctions, tuning…
  • Focus on convolution neural network and image classification applications
  • Presentation and test of transfer learning
  • Some visualization tools of learning process proposed by Keras