Researchers from Politecnico di Milano propose a data-driven water leak detection method that treats leaks as anomalies in ...

This code implements a Denoising Autoencoder using PyTorch to clean noisy images from the MNIST dataset. It uses a convolutional neural network architecture, where the encoder compresses the input ...

A fault detection method for power conversion circuits using thermal images and a convolutional autoencoder is presented. The autoencoder is trained on thermal images captured from a commercial power ...

Abstract: Moiré patterns, caused by aliasing in screen-captured images, degrade visual quality and challenge text readability in applications like document digitization. This paper proposes a ...