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Artificial Intelligence - How to measure performance - Accuracy, Precision, Recall, F1, ROC, RMSE, F-Test and R-Squared

Artificial Intelligence - How to measure performance - Accuracy, Precision, Recall, F1, ROC, RMSE, F-Test and R-Squared

We currently see a lot of AI algorithms being created, but how can we actually measure the performance of these models? What are the terms we should look at to detect this? These are the questions I would like to tackle in this article. Starting from "Classification models"

Web2Text - Deep Structured Boilerplate Removal - Running the Code

Web2Text - Deep Structured Boilerplate Removal - Running the Code

In this article I will explain you how you can run the Web2Text demonstration code available as explained in their paper or presentation. Prerequisites Before we can run the entire pipeline, we first have to install some tools for this to work. Checking the JAVA version Make sure that you

Create a script to deploy a container automatically with Azure Container Registry

Create a script to deploy a container automatically with Azure Container Registry

Currently I am working on a new web application that will require a server for signaling purposes. Now to run this server, I would like to utilize Azure Web Apps together with a container. Since I would like a low barrier to entry, I want to be able to run

Creating a Pub/Sub system with 100.000 subscribers and 1 publisher

Creating a Pub/Sub system with 100.000 subscribers and 1 publisher

I decided to do something exciting and challenging for personal growth in my Data & AI area and posed myself the hypothesis: "Can I create a system that with a few publishers but a massive amount of subscribers?" with the constraints of: * Should be easy to maintain (as

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