Deep Learning (DL) techniques have changed the field of computer vision significantly during the last decade, providing state-of-the-art solutions for classical tasks (e.g., object detection… Read More »Deep Learning for Computer Vision using Python and MATLAB
In this blog post I will show how to use a low-code app in MATLAB, the Deep Network Designer, for two different tasks and design… Read More »Training Deep Neural Networks using a low-code app in MATLAB
The field of computational pathology (CPATH) consists of using algorithms to analyze digital images obtained through scanning slides of cells and tissues. In recent years,… Read More »Handling very large images in medical imaging applications
Occasionally a novel neural network architecture comes along that enables a truly unique way of solving specific deep learning problems. This has certainly been the… Read More »Synthetic Image Generation using GANs
Most of what goes by the name of Artificial Intelligence (AI) today is actually based on training and deploying Deep Learning (DL) models. Despite their… Read More »Explainable AI for Medical Images
The development of machine learning and deep learning solutions typically follows a workflow that starts from the problem definition and goes through the crucial steps… Read More »Tracking Experiments to Improve AI Accuracy
