Binary classification and image generation of cats and dogs.
The following is a Machine Learning project developed for the Statistical Methods For Machine Learning course along with Sistemi Intelligenti Avanzati course at University of Studies of Milan, during the academic year 2021-2022.
The project compares the performances of different neural networks trained for the task of binary classification of images of cats and dogs taken from a dataset, with the use of cross-validation. Furthermore, it proposes a way to generate new images of cats and dogs, starting from the same dataset using a Generative Adversarial Network.