Later on in the DNN anomaly detection project we had the opportunity to temporarily integrate our A.I. technology into a Barco control-room product called OpSpace that would be demoed at the 2018 ISE Expo. The OpSpace system contained a subsystem called the EDP Analytics Service (EAS) which used a graphical IoT builder call Node-RED.
MVC description TBD...
Experiences using this skill are shown below:
During greater part of 2017 and 2018, our team was doing research in Deep Neural Net (DNN) anomaly detection. The problem we were looking to solve was that control centers usually had far too many surveillance video cameras and control panels to monitor and not enough personal to pay attention to them all. Why not apply machine-learning (ML) anomaly detection on camera and computer monitor feeds to alert control center personal of abnormal events as soon as they occur?
This was a student intern project that I took over to turn into a useful application for use within the company. Even though this wasn't a research project, we thought it would be a good way to make Barco Labs better known throughout the company, as many employees viewed us as an "ivory tower" doing esoteric research of little practical value. The Smart Meeting Room App (SMRA) had the very practical benefit of finding and scheduling meeting rooms on the Barco campus.
Designed and implemented complex, real-time, universal map display applications in Adobe Flash for the web and CocoaTouch for the Apple iPad that yielded a significant increase in revenue and helped achieve financial independence for the company (according to the President/CEO, Maurice Bailey).
When Flash CS3 with AS3 was released in 2007, I convinced the company it was in their best interest to rewrite the entire Viewer in AS3 and I became the one and only AS3 Flash developer in the company. The other members when back to their previous duties or left the company.
Designed and created all of the Universal Flash Viewer plug-ins including all the graphics art work. They were all implemented in pure ActionScript 3 without the use of the main timeline. All ActionScript code was contained in separate source files. All plug-ins followed a standard design pattern:
Developed a prototype version of the FlyteComm Universal Viewer for the iPhone/iPad as a marketing tool to guage customer interest. This prototype iOS app generated so much customer enthusiasm that the company went full speed ahead developing it into a real product. The iPad/iPhone application was written in Apple's Objective C for iOS 5 in XCode 4.3. There were many challenges. We could not use Apple's MapKit, based on Google Maps, because of Google's licensing restrictions on commercial use.