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inf-tc1

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TD1 - Image classification - DANJOU Pierre

INTRODUCTION

The objective of this tutorial is to write a complete image classification program in Python. Two classification models will be successively developed and tested: k-nearest neighbors (KNN) and neural networks (NN).

Prepare the CIFAR dataset

First of all, we had to prepare the CIFAR dataset. All the code can be found on the python file read_cifar.py

K-Nearest Neighbors (KNN)

All the code can be found on the python file knn.py

Artificial Neural Network