Archive of all posts | Wouter Bulten

2023²

July¹

Home Automation / Home Assistant setup with recommended hardware: The four-year update

6 July, 2023 home automation home assistant hardware 2524 words 12 min Wouter Bulten Add comment

January¹

Automatically turn on tv when streaming to a Chromecast

1 January, 2023 home automation home assistant nodered 468 words 3 min Wouter Bulten Add comment

2022¹

January¹

AI for diagnosis of prostate cancer: the PANDA challenge

13 January, 2022 research phd deep learning prostate cancer Gleason grading challenge 2237 words 11 min Wouter Bulten Add comment

2020⁵

July¹

Automatic dark mode for Home Assistant

9 July, 2020 home automation home assistant dark mode 656 words 4 min Wouter Bulten Add comment

June¹

Local face recognition for Home Assistant using TensorFlow.js, Part 2: Learning to recognize faces

1 June, 2020 home automation home assistant docker face recognition 2249 words 11 min Wouter Bulten Add comment

May¹

Local presence detection using face recognition and TensorFlow.js for Home Assistant, Part 1: Detection

29 May, 2020 home automation home assistant docker face recognition 2362 words 12 min Wouter Bulten 8 comments

April¹

Improve prostate cancer diagnosis: participate in the PANDA Gleason grading challenge

9 April, 2020 research phd deep learning prostate cancer Gleason grading challenge 813 words 4 min Wouter Bulten Add comment

February¹

The potential of AI in medicine: AI-assistance improves prostate cancer grading

25 February, 2020 research phd deep learning prostate cancer Gleason grading 2889 words 14 min Wouter Bulten Add comment

2019⁸

October¹

Setting up Home Automation with Docker Compose: Home Assistant, Node-RED, and more

17 October, 2019 home automation home assistant docker 1720 words 9 min Wouter Bulten 30 comments

August¹

Epithelium segmentation using deep learning and immunohistochemistry

2 August, 2019 research phd deep learning prostate cancer immunohistochemistry epithelium segmentation 1239 words 6 min Wouter Bulten 2 comments

July²

The public PESO dataset: prostate H&E whole-side images for epithelium segmentation

29 July, 2019 research phd deep learning prostate cancer immunohistochemistry epithelium segmentation 764 words 4 min Wouter Bulten Add comment

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

23 July, 2019 research phd deep learning prostate cancer Gleason grading 2339 words 11 min Wouter Bulten 4 comments

February¹

My Home Assistant Smart Home setup with hardware list

4 February, 2019 home automation home assistant hardware 2460 words 12 min Wouter Bulten 22 comments

January³

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

27 January, 2019 home automation home assistant Node-RED wake-up automations 1305 words 7 min Wouter Bulten 59 comments

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

18 January, 2019 tensorflow data augmentation tf.data deep learning 1755 words 9 min Wouter Bulten 35 comments

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

17 January, 2019 home automation home assistant ikea tradfri Node-RED lights 835 words 4 min Wouter Bulten 24 comments

2018⁴

December¹

Talking to my house: Building a chat bot with Home Assistant, AppDaemon and Telegram

15 December, 2018 home automation home assistant telegram bots appdaemon 1747 words 9 min Wouter Bulten 14 comments

October¹

Unsupervised Cancer Detection using Deep Learning and Adversarial Autoencoders

21 October, 2018 research phd deep learning unsupervised prostate cancer computational pathology 1618 words 8 min Wouter Bulten Add comment

June¹

Epithelium segmentation in H&E-stained prostate tissue using deep learning

26 June, 2018 research phd deep learning segmentation epithelial tissue computational pathology 1418 words 7 min Wouter Bulten Add comment

April¹

Room wake-up light: Custom room-wide wake-up light using Home Assistant

28 April, 2018 home automation home assistant wake-up automations 1158 words 6 min Wouter Bulten 31 comments

2017⁴

October¹

Getting started with GANs Part 2: Colorful MNIST

13 October, 2017 deep learning generative adversarial networks mnist gan 1317 words 7 min Wouter Bulten Add comment

September¹

Getting started with generative adversarial networks (GAN)

18 September, 2017 deep learning generative adversarial networks mnist gan 2341 words 11 min Wouter Bulten 10 comments

June¹

Import/Adding Instagram posts to Jekyll

10 June, 2017 script blog website instagram 732 words 4 min Wouter Bulten Add comment

May¹

Website upgrade & Jekyll blog optimizations

30 May, 2017 website webdev optimizations speed 593 words 3 min Wouter Bulten Add comment

2016⁴

April¹

IoTDI/IC2E 2016 Presentation: Human SLAM

17 April, 2016 research iotdi ic2e human slam indoor localization 236 words 2 min Wouter Bulten Add comment

March¹

Blog Optimization: Replacing Font Awesome with SVG

1 March, 2016 jekyll webdev speed svg 799 words 4 min Wouter Bulten 2 comments

February¹

Website status monitor using Jenkins

1 February, 2016 jenkins dsl http groovy shell 2102 words 10 min Wouter Bulten 13 comments

January¹

Building a Sous Vide temperature monitor (Part 1, Hardware)

7 January, 2016 hardware sous vide cooking Arduino Spark Core 1164 words 6 min Wouter Bulten Add comment

2015⁹

December¹

Publishing an ES6/ES2015 package to NPM

4 December, 2015 javascript es6 babel npm package 1104 words 6 min Wouter Bulten 2 comments

October¹

Kalman filters explained: Removing noise from RSSI signals

11 October, 2015 javascript Kalman filter RSSI noise 1836 words 9 min Wouter Bulten 109 comments

September²

Lightweight Javascript library for Noise filtering using Kalman filters

25 September, 2015 javascript Kalman filter noise kalmanjs library 1620 words 8 min Wouter Bulten 108 comments

Human SLAM, Indoor localization using particle filters

23 September, 2015 research slam particle filters external post indoor localization dobots 1669 words 8 min Wouter Bulten 4 comments

June¹

SLAC.js Indoor localisation using Javascript

30 June, 2015 393 words 2 min Wouter Bulten Add comment

February⁴

Diving in into the Model with GPy

18 February, 2015 gpy gaussian processes dobots 1016 words 5 min Wouter Bulten Add comment

First steps with GPy

13 February, 2015 gpy GP gaussian processes dobots 520 words 3 min Wouter Bulten Add comment

Simple WSN Simulation with Matplotlib Animations

12 February, 2015 matplotlib wsn simulation dobots 693 words 4 min Wouter Bulten 6 comments

Hello, World!

11 February, 2015 23 words 1 min Wouter Bulten Add comment