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Xavier Geerinck

Facebook ReAgent - An End-to-End Use Case

Facebook ReAgent - An End-to-End Use Case

Facebook decided to release their end-to-end applied reinforcement learning platform called ReAgent, after reading their vision on this, I have to say that I am completely hooked! They are providing an excellent view of Reinforcement Learning and the future adoption of it. But why is this and how can we

An E2E Azure Sphere project in the area of Smart Retail (RFID RC522, AVNet MT3620 SK, Izokee Display)

An E2E Azure Sphere project in the area of Smart Retail (RFID RC522, AVNet MT3620 SK, Izokee Display)

Smart Retail with the AVNet MT3620 Starter Kit and an NFC scanner Avnet just released an MT3620 Azure Sphere Development Kit with a contest related to it. Project Description Title: How IoT can play a secure role in the world of Smart Retail Description: In retail the most important thing

Utilizing OpenCV in C# .NET Core to grab frames from a video

Utilizing OpenCV in C# .NET Core to grab frames from a video

While working on a blog post where I was utilizing .NET Core I wanted to be able to utilize OpenCV. OpenCV is a library of functions that allow us to quickly perform computer vision tasks (e.g. making a picture black and white, canny edge, face recognition, …). But how do

Part 4 - Creating a Automated Machine Learning model based on our Car Simulation Data

Part 4 - Creating a Automated Machine Learning model based on our Car Simulation Data

This is Part 4 in the IoT Edge series, view the main article or go the part 3 to view the previous article. Recap and next steps We just built our 2 simulators that will produce the data that we want to filter. Before we can create our modules to

Build your Jekyll site and Deploy it on GitHub Pages with an Azure DevOps pipeline

Build your Jekyll site and Deploy it on GitHub Pages with an Azure DevOps pipeline

So far I have been using Travis-CI as my Continuous Integration (CI) system for my build and release process for my Blog. However recently, VSTS got rebranded to Azure Pipelines, and I felt everything got mature enough to finally migrate to Azure Pipelines. To my surprise this turned out to

Part 3 - Creating a Car Camera simulator in IoT Edge

Part 3 - Creating a Car Camera simulator in IoT Edge

This is Part 3 in the Iot Edge series, view the main article or go the part 2 to view the previous article. Recap and next steps In part 2 we created our car data simulator that will send data points every second from a CSV file. Next up is

Part 2 - Creating a Car Data simulator in IoT Edge

Part 2 - Creating a Car Data simulator in IoT Edge

This is Part 2 in the Iot Edge series, view the main article or go the part 1 to view the previous article. Recap and next steps In part 1 we created our cloud infrastructure, our initial device connected to it and afterwards wrote a simulator module that we pushed