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This article discusses a simple case of using a Neural Network to interpret an image, which contains a traffic light system, with the objective being to correctly identify if the light is red, yellow, or green. Here is a video link which goes over the basic running of the software. If you send a donation
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MATLAB (https://www.mathworks.com/) – hereon referred to as “Matlab” – has come a long ways since the early days – especially regarding the execution time for matrix and other types of operations. It’s almost unparalleled when compared to the available math libraries for other coding languages. As such, it has become another important toolbox for the
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I’m currently open to consulting on AI projects – my AI resume can be reviewed here and my “Visual Resume” can be reviewed here. The best way to contact me is by email at first – mikescodeprojects@protonmail.com. Send me a description of what you want to accomplish and we can start discussing the issues around
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I’ve been developing this code base for about 6 years – even longer in a casual manner. Over the past 6 months I’ve been upgrading the code base from a very old version of Matlab to Matlab R2017b (4 years old but still reasonably recent). In a nutshell, the system develops Neural Networks to analyze
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Let’s start with the example of students in a medical school. There are 1,000 students and the top 100 students (the top 10%) are getting straight A’s because they are bright and they have studied diligently. Would you say that all of these 100 students (the top 10 percenters) will do equally well out in
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One of the key assets in your suite of software testing tools is the Profiler, and you should get to know it well. The Profiler is “standard equipment” with most software development environments and has a wide array of capabilities to help point out weak areas of the code, to demonstrate the bottlenecks where most
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The Pyrenn Levenberg-Marquardt training algorithm for Feed-Forward Neural Networks is extremely fast – 0.140 seconds for a Neural controller which must simultaneously balance an inverted pendulum, mounted on a cart, while moving the cart back to the origin – watch the short video below. In the vast majority of the Neural Network applications that I’ve
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This is just a quick preview of what will be coming on my first Patrons-only post on my Patreon account (sometime in the next 2 weeks) – https://www.patreon.com/realAI. A Neural Network was trained on a single pass of the behavior of a cart with inverted pendulum system being controlled by a conventional controller. The Performance
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Neural Networks don’t always require complex frameworks and other mathematical algorithms to support them – it’s always best to start simple and only increase the complexity when absolutely needed. A case in point is this Neural Network control system that was designed to control one specific RC helicopter airframe and yet … was able to
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My new Patreon site is now up and running – https://www.patreon.com/realAI. It can be very intimidating when seeing all of the requirements for Data Scientists and Machine Learning engineers (multiple languages, frameworks, etc.). Thus, the intent of the Patreon effort will be for me to help you lose your fear of attempting to use Neural
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January 30, 2021 Update: If you are interested in learning the fundamentals of building Neural Network solutions then please take a look at my Patreon site. The first project will be released in approximately 2 weeks (Tier 1: source code and basic instruction – Tier 2: same as Tier 1 but with the addition of
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It was in September of 2001 that I was on leave-without-pay from my job at Northrop-Grumman, my wife was on doctor-ordered bed rest because our 3rd son was trying to “arrive early” (and we had two other toddler sons, ages 4 and 2), and I was working 12+ hours a day in my garage on
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What Is It? What is WorldWind? Well let me quote NASA’s site directly: WorldWind is an open source virtual globe API. WorldWind allows developers to quickly and easily create interactive visualizations of 3D globe, map and geographical information. Organizations around the world use WorldWind to monitor weather patterns, visualize cities and terrain, track vehicle movement,
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This article focuses on two types of integrators for simulating the motion of an object in Matlab (or Octave). Videos and downloadable source code are at the end of this article. Note that a free alternative to Matlab, called Octave, can also be used to run the software and this is covered here and in
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This is my first post – nothing exciting – probably more of a rant. I used Microsoft’s Visual Studio (VS) for about a year to add modules to several C++ projects that involved 1553 communications protocol. Prior to that I’d mainly coded C++ using NetBeans as the IDE with the Cygwin GNU compiler – both
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Seriously though – one has to be really into it in order to handle the frustrations associated with learning a new coding language, debugging somebody’s else code, debugging one’s own code that’s been dormant for 6 months, etc. In the past procedural programming was all I knew (consider that I graduated from Auburn University in
Mike's Coding Blog 