Precise and Safe: How Noise Reduction is Revolutionizing RoboticsImagine navigating under a clear night sky with the stars as your reliable guides. But what if some of those stars, like Polaris — the North Star, were slightly out of place? Even the smallest deviations...
HD Vision Systems
Light field in the test: Light field technology and AI in measurement technology
In order to demonstrate the possibilities of the light field technology of HD Vision and rabbit AI, optically difficult objects with highly reflective materials were used for the recordings.HD Vision Systems and rabbitAI are both specialists in the processing of light...
Brilliantly tested: Light field cameras for front/rear bumper inspection
With the LumiScan VGR Vision Guided Robotics software, HD Vision Systems makes it feasible to combine state-of-the-art image processing applications and analysis methods with robot motion control. The practical application of an inspection system for front and rear...
10 things about automation that you learned in kindergarten
Automation in production is a complex and elaborate undertaking. But not everything that is required in these projects is rocket science. In this article, we would like to remind you that you have many skills and competences for successful automation already within...
OPC UA – Standard for Connected Machine Vision
With the OPC UA communication standard, interconnected production should also become possible for industrial machine vision. In this article we take a closer look at what exactly lies behind it and what advantages OPC UA brings for vision and automation. Even if it's...
5 Steps To The Introduction Of AI In Production
The field of artificial intelligence is an important building block for many companies and the entire German economy to remain internationally competitive. AI offers companies the opportunity to offer new products on the market and to simplify and automate existing...
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 is to be a...
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 real-time object...
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 material? - Countless...