The application is designed to monitor stamping machines using a video camera. A single stamping machine cycle passes from 0° to 360° at speeds of up to 200 strokes per minute. The application can warn the operator or stop the machine automatically if something changes significantly from the expected normal production process. The application requires […]
Video Monitoring of a Stamping Process Read More »
When I started experimenting with machine learning almost all the tutorials I followed used one of the few compact standard datasets available. Understandable, as the datasets had to be well documented with reliable results. They also had to be small enough to allow a wide range of computer systems to train the models within the
From 3D Data to Synthetic Images and Object Detection Models Read More »
A world of machine learning applications opens up when industrial networks include the Jetson™ Xavier system from NVIDIA®. The Xavier is based on the successful Tegra system and it is the most powerful system in the NVIDIA® Jetson™ family. The performance of the Xavier’s 8-core ARM processor can be matched by many systems, the source
Integration of NVIDIA® Jetson™ Systems in Industrial Networks Read More »
Die schwierigste Aufgabe von maschinellem Lernen in Bildverarbeitungssystemen besteht darin, Bilder für einen umfangreichen Datensatz zu sammeln. Viel Zeit und Präzision ist erforderlich um Bilder mit allen möglichen Unvollkommenheiten zu sammeln und zu katalogisieren. Dieser Vorgang muss für jedes gewünschte Produkt im Katalog wiederholt werden. Hier gibt es eine bessere Lösung! Virtuelle Unvollkommenheiten können auf
Verfahren zur Erkennung von fehlerhaften Pillen mit künstlicher Intelligenz Read More »