Core ML

Core ML After Dark

Derek Andre Machine Learning, Mobile, Technology Snapshot, Tutorial Leave a Comment

So you’ve made this great social media app, and you are about to sit back and wait for the money to roll in. But, there is a problem: people keep trying to upload nude photos to it.

What if we could have a trained machine learning model that could detect not safe for work (NSFW) content and do it on a iOS device, before any image would be uploaded to a server?

Developing this trained machine learning model is way out of scope for this blog post. Luckily, the good people at Yahoo have already done this with their open-sourced trained Caffe models. The question now is, how can we use this on an iOS device?

In this post: The sultry side of your iPhone can collide with acceptable use policies. We introduce a machine learning solution that can help your application decide what is truly too hot for the internet using Core ML on iOS…

OpenShift Quick Start: Build, Deployment and Pipeline

David Pitt Microservices, OpenShift, Tutorial Leave a Comment

This post is a continuation of our hands-on OpenShift Quick Start blog series.

In the first post we introduced OpenShift & its features. In part two, you worked to get OpenShift running locally & adding a Container with an API service to a Pod. In part three, you worked on scaling pods and managing Cluster with the CLI.

This blog continues that series, introducing the automated Continuous Integration / Continuous Delivery (CICD) features of the OpenShift platform using both the Web Console and the Command Line. A hands-on exercise will then show how a Jenkins build Pipeline can be customized…

JMeter Performance and Load Testing

Todd Horn Java, Testing, Tutorial 1 Comment

Apache JMeter is an open source application tool designed to load test functional behavior and measure performance on static pages, dynamic resources, and web applications. It can be used to simulate a heavy load on a server or group of servers, database, or network to test its strength, or to analyze overall performance under different load types.

In this post, I’ll provide an introduction to JMeter with the goal to get you up and running (and testing!), more quickly and easily…

Explosive Tutorial With Unity3D and VRTK

Robert Rice .NET, Technology Snapshot, Tutorial Leave a Comment

Opinions on the emerging Virtual Reality market vary. One one end, there are those who say it’s just a gimmick and will pass shortly. On the other end, there are those who herald it as the birth pangs of a paradigm shift in how we interact with technology.

I sit somewhere in the middle. I own an HTC Vive and it is pretty dang awesome. The experience is not perfect, of course, but with interest growing and prices coming down, it’s just going to get better.

One expression of VR’s growing popularity is that Unity3D supports VR programming. And, with the free VRTK (Virtual Reality Tool Kit) framework, it’s becoming much easier to get started programming for VR. VRTK implements many basic components, such as various movement implementations, object interaction, and projectiles.

Working on a fun little side project, I noticed one implementation it did not have: a virtual reality bomb. So, I set upon to create one myself. This post details the process I went through for creating a timed, throwable, explosive object for virtual reality using Unity3D & VRTK.

Advanced Node.js Process Management with PM2

Matthew Brown JavaScript, Node.js, Technology Snapshot, Tutorial 1 Comment

If you’ve worked on any front end applications recently, you have likely had some contact with a Node/Express application. What you may not be familiar with is how these applications are managed in production.

I recently had a project where I needed to set up a Node application on an AWS server. I needed a tool to solve the technical challenges of managing the Node processes and deploying the application in a very efficient manner.

I chose PM2, which is a handy process management tool for running Node.js applications in production environments. PM2 provides a simple command line interface that makes it easy to get started. This powerful Node module has tools for managing application processes, logging, and more.

In this article, I provide an introduction to PM2, showing why it is such a valuable tool for managing Node.js applications. By way of a reference example application, we show the basic features and commands for using PM2 and give examples of generating configuration files for both running and deploying applications.