Agile Machine Vision – Success Guarantee for Complex Projects?
Agile software development is already a reality in many places. The waterfall model has had its day for project planning of software and code. But agile machine vision? Does variable project planning also work for automation projects whose output...
State-of-the-art object recognition: what the YOLO network is all about
YOLO has found its way from youth language into the world of artificial intelligence and machine learning - after semantic modification, it stands for the acronym You Only Look Once. Redmon et al. first presented YOLO in 2016 as a new approach for...
Inference in Artificial Intelligence – Practical Application of Neural Networks
If neural networks are to be used in a productive environment, they must be cast into a practical form and applied with the help of so-called inference. But first: How do you recognise a drive shaft?The shape? - There are different forms. The...
Oriented Bounding Boxes: An FBI Persecution Story
Imagine sitting at your desk at FBI Headquarters and suddenly being tasked with the surveillance of several countries. Your supervisors are interested in the movement of certain vehicles and the construction of new secret bases in secluded areas....
Automating faster – LumiScan BinPick receives certification for the UR+ programme
With immediate effect, HD Vision Systems is also offering its solution for gripping shiny metallic workpieces via the Universal Robots platform UR+. LumiScan BinPick enables users to start Pick&Place straight away thanks to the combination of a...
Why machine vision is also beneficial for SMEs
The advantage that makes the difference Machine vision is being used more and more frequently in large companies and is already firmly established in many work processes. The takeover of tasks by machine vision systems such as quality inspections,...