Control processes with intelligent cameras – No previous knowledge required Labmate Online

Whether in medical technology, engineering or logistics, image processing solutions are used in a wide variety of industries and scenarios to accelerate, control and optimize processes. When artificial intelligence comes into play, the range of applications becomes even wider. Systems such as IDS NXT ocean, which integrate computing power, artificial intelligence and are also characterized by a compact and economical design, become the most sensible solution even outside of classic industrial applications. The application possibilities based on such cameras are almost limitless. To get the most out of this technology, companies need to know the capabilities of today’s state-of-the-art technology, on the one hand, and equally flexible, easy-to-use and powerful vision systems, on the other hand. somewhere else.

Where rule-based machine vision has not been attempted or has reached its limits, there is great potential for deep learning algorithms to support employees and drive automation forward. AI solutions typically require specialized knowledge, development effort, and investment in hardware and data storage. However, with the rise of cloud-based computing and dedicated training services, deep learning is becoming more and more accessible. Lowering this threshold is the primary goal of the all-in-one IDS NXT ocean AI vision system. It does not require any special knowledge of deep learning or camera programming to build and run individual neural networks. Camera hardware, software, infrastructure and support come from a single company. Users only need to provide sample images and knowledge on how to rate them (e.g. “good””bad”). This makes getting started in AI-based image processing particularly fast, easy and user-friendly.

Train and run individual neural networks

Using the flagship IDS NXT training software, even non-experts without prior knowledge of artificial intelligence or camera programming can train an AI classifier with their own image data. It only requires three essential steps: upload training images, label these images and train the desired network. Access is simple: users simply call up the web application, log in, and immediately begin training a neural network. Instead of having to set up an individual development environment first, they have immediate access to all functions as well as the required infrastructure. The network can then be run directly on IDS NXT industrial cameras, turning them into powerful inference cameras with industry-proof interfaces such as REST and OPC UA.

Get Started: With the IDS NXT Ocean Design Kit

Anyone who wants to test the potential of AI for their applications should take a look at the IDS NXT ocean Design-In kit. It provides all the components a user needs to build, train, and run a neural network in their production environment. In addition to an IDS NXT industrial camera with Sony 1.6 MP sensor, lens and cable, the bundle includes six months of access to AI training software. The use of deep learning-based image processing for individual applications can thus be realized in a short time. For more information, please visit our website.

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