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.

IDS NXT is a comprehensive system consisting of software and hardware for image evaluation with AI

The content & opinions in this article are the author’s and do not necessarily represent the views of RoboticsTomorrow

IDS Imaging Development Systems Inc.

IDS is a leading manufacturer of industrial cameras "Made in Germany" with USB or GigE interfaces. Equipped with state of the art CMOS sensors, the extensive camera portfolio ranges from low-cost project cameras, to small, powerful models with PoE functionality or robust cameras with housings that fulfill the prerequisites for protection code IP65/67. For quick, easy and precise 3D machine vision tasks IDS offers the Ensenso series. With the novel vision app-based sensors and cameras of IDS NXT the company opens up a new dimension in image processing. Whether in an industrial or non-industrial setting: IDS cameras and sensors assist companies worldwide in optimizing processes, ensuring quality, driving research, conserving raw materials, and serving people. They provide reliability, efficiency and flexibility for your application.

Other Articles

3D Image Processing Solution With 2D Cameras, AI and Robotics Optimizes the Manufacturing Landscape

The easy-to-integrate system consists of a module for robot arms, a computing unit with pre-installed intelligent software and a camera module, each equipped in series with two uEye+ XCP cameras from IDS.

Automatic Loading and Unloading of Pressed Parts Through 3D Container Inspection

The actual workflow that FrameSense is designed to automate is part of many manufacturing operations. A component comes out of a machine - here a press - and runs on a conveyor belt to a container.

Intelligent Robotics for Laundries Closes Automation Gap

With a system that uses both 2D and 3D cameras from IDS Imaging Development Systems GmbH, the young entrepreneurs are automating one of the last remaining manual steps in large-scale industrial laundries, the unfolding process.

More about IDS Imaging Development Systems Inc.

Featured Product

Midwest Motion Products is a leading provider of robust and reliable Motion Control Products.

MMP specializes in supplying high-quality Brushed & Brushless DC Motors & Gearmotors for Robotics and Automation Equipment with a wide range of motor windings and gear ratios. With an impressive track record of more than 8,000 released DC Gearmotors designs and over 2,000,000 individual part numbers, we are renowned for our ability to handle large-scale orders. Due to our huge on-hand inventory, we are also well known for lightning-fast delivery of our standard products. We take pride in our dedicated customer service and our team of knowledgeable sales and engineering experts who are ready to assist you with custom design solutions tailored to your specific application. Additionally, we also offer a wide range of complimentary products, such as DC Motor Controls, DC Linear Actuators, AC-DC power Supplies, and DC Servo Amplifiers and others.

More Products

Feature Your Product