Free update makes third deep learning method available for IDS NXT
Update for the AI system IDS NXT: cameras can now also detect anomalies
In quality assurance, it is often necessary to reliably detect deviations from the norm. Industrial cameras have a key role in this, capturing images of products and analyzing them for defects. If the error cases are not known in advance or are too diverse, however, rule-based image processing reaches its limits. By contrast, this challenge can be reliably solved with the AI method Anomaly Detection. The new, free IDS NXT 3.0 software update from IDS Imaging Development Systems makes the method available to all users of the AI vision system with immediate effect.
The intelligent IDS NXT cameras are now able to detect anomalies independently and thereby optimize quality assurance processes. For this purpose, users train a neural network that is then executed on the programmable cameras. To achieve this, IDS offers the AI Vision Studio IDS NXT lighthouse, which is characterized by easy-to-use workflows and seamless integration into the IDS NXT ecosystem. Customers can even use only "GOOD" images for training. This means that relatively little training data is required compared to the other AI methods Object Detection and Classification. This simplifies the development of an AI vision application and is well suited for evaluating the potential of AI-based image processing for projects in the company.
Another highlight of the release is the code reading function in the block-based editor. This enables IDS NXT cameras to locate, identify and read out different types of code and the required parameters. Attention maps in IDS NXT lighthouse also provide more transparency in the training process. They illustrate which areas in the image have an impact on classification results. In this way, users can identify and eliminate training errors before a neural network is deployed in the cameras.
IDS NXT is a comprehensive AI-based vision system consisting of intelligent cameras plus software environment that covers the entire process from the creation to the execution of AI vision applications. The software tools make AI-based vision usable for different target groups - even without prior knowledge of artificial intelligence or application programming. In addition, expert tools enable open-platform programming, making IDS NXT cameras highly customizable and suitable for a wide range of applications.
More information: www.ids-nxt.com
Featured Product
Elmo Motion Control - The Platinum Line, a new era in servo control
Significantly enhanced servo performance, higher EtherCAT networking precision, richer servo operation capabilities, more feedback options, and certified smart Functional Safety. Elmo's industry-leading Platinum line of servo drives provides faster and more enhanced servo performance with wider bandwidth, higher resolutions, and advanced control for better results. Platinum drives offer precise EtherCAT networking, faster cycling, high synchronization, negligible jitters, and near-zero latency. They are fully synchronized to the servo loops and feature-rich feedback support, up to three feedbacks simultaneously (with two absolute encoders working simultaneously). The Platinum Line includes one of the world's smallest Functional Safety, and FSoE-certified servo drives with unique SIL capabilities.
