https://pietrocolaguori.github.io/pietro, colaguori, portfolio, blog, github, git 2024-06-28T21:22:55+00:00 Pietro Colaguori https://pietrocolaguori.github.io/ Jekyll © 2024 Pietro Colaguori /assets/img/favicons/favicon.ico /assets/img/favicons/favicon-96x96.png 2024-06-27T01:00:00+00:00 2024-06-27T01:00:00+00:00 https://pietrocolaguori.github.io/posts/Anomaly-Detection-with-Autoencoder/ Pietro Colaguori

For my bachelor’s thesis in Computer and Systems Engineering, I developed a specialized neural network model known as an all-convolutional autoencoder (all-CAE) to differentiate between healthy berries and those that are infected or damaged. The all-CAE leverages the power of convolutional layers to accurately identify and classify the subtle differences in berry conditions, showcasing the pote...