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.
Tech blog
An overview of my latest posts regarding my research (in computational pathology), deep learning, home automation and (web) development.
Talking to my house: Building a chat bot with Home Assistant, AppDaemon and Telegram
In this blog post I discuss talking (or chatting) to your home using a Telegram bot. I cover making a new Telegram bot, connecting it to Home Assistant and then building functionality using AppDaemon.
Unsupervised Cancer Detection using Deep Learning and Adversarial Autoencoders
Prostate cancer is graded based on distinctive patterns in the tissue. At MIDL2018 I presented an unsupervised deep learning method, based on clustering adversarial autoencoders, to train a system to detect prostate cancer without using labeled data.
Epithelium segmentation in H&E-stained prostate tissue using deep learning
Building systems to detect tumor, in this case prostate cancer, is often hard due to a lack of data. Tumor annotations made by pathologists are often coarse due to time constraints. With this project we want to automatically refine these annotations by building a system that can automatically filter out irrelevant parts of the data.
Room wake-up light: Custom room-wide wake-up light using Home Assistant
In this post I will show you how to build a custom wake-up light system. The automation will be configurable (on/off, time) and has a switch to disable it on weekends.