Introduction aux réseaux de neurones profonds et à convolution | Introduction to Deep and Convolutional Neural Networks

In particular convolutional neural networks (CNN) excel at image recognition. This module consists of three notebooks. "1 - DNN" goes into the core principles of DNN and how to build them from first principles.

In the second notebook, "2 - DNN_PyTorch", we will use a dedicated Python library to do the heavy lifting and build more complex neural networks. Finally, in the last notebook, "3 - CNN_Concepts", we will look at image recognition and specifically recognition of hand-written digits.