Pathologist-level Gleason grading using artificial intelligence (AI) & deep learning

We developed a fully automated deep learning system to grade prostate biopsies using 5759 biopsies from 1243 patients, and showed that this system achieved pathologist-level performance.

My Home Assistant Smart Home setup with hardware list

Continuously updated overview overview of the tech I use in my smart home.

Node-RED based custom full-room wake-up light

Using Node-RED and Home Assistant and would you like to build a custom full room wake-up light? In this post I show my setup and explain how to build a wake-up light using Node-RED.

Simple and efficient data augmentations using the Tensorfow tf.Data and Dataset API

The tf.data API of Tensorflow is a great way to build a pipeline for sending data to the GPU. In this post I give a few examples of augmentations and how to implement them using this API.

Setting color temperature and brightness of IKEA Tradfri lights simultaneously with Home Assistant

A small trick to set the color temperature and brightness of IKEA Tradfri lights simultaneously using Home Assistant and/or Node-RED.