This is simply our graduation project (Saif Jarrah and Edmond Shami) which got $21k in funding to continue its development. Tested at Hikma and Aramex, the device basically moves around the warehouse and uses multiple sensors to do auto-counting of inventory with wireless data transmission to the cloud. It still needs further work down the line.
Sources: https://isaacnewtonassignmentufcc.weebly.com/newton-and-the-apple.html As I was reading my Deep Learning book for my university course the other day, going through all the equations of how a linear regression machine learning algorithm reaches the parameters of a mathematical equation at 7:30am before work, with a good cup of Greek/Turkish coffee, a lightbulb went on in my head. Let's rewind a bit back, for the past 2 weeks, I was already working on a machine learning algorithm to model the operation of an Air Handling Unit at work, and I was looking at complex mathematical/engineering equations which were supposed to be used to try and model the AHU operation. So, that's when it clicked; why use very complex models with endless parameters, where real life is even much more complex to be modeled with equations from scratch, when in fact real-time data carries with it the complexity of the operations which, with a simple linear regression model and a few parameters,