ewencedr / CNN-exercises

Exercises on Convolutional Neural Networks (CNNs) created for the ErUM Data Deep Learning School 2023

CNN-exercises

This repository contains exercises for the Lecture on Convolutional Neural Networks (CNNs) at ErUM Data Deep Learning school 2023.

Exercise 1: MNIST classification

Learn the basics of PyTorch and and CNNs by classifying MNIST digits.

Exercise 2: CIFAR-10 classification

Learn about data augmentation and how to improve the performance of a CNN on CIFAR-10.