Implementing artificial intelligence vision solutions usually requires specific knowledge, development work, investment in hardware and storage technology. With cloud computing and specific training, as offered by IDS NXT lighthouse software, image processing is greatly simplified: neural networks can be trained individually, at the touch of a button, and without the need for a separate development environment. Integrated into the complete IDS NXT ocean AI solution, the training software makes the deep learning available to all. In version 1.1 of IDS NXT lighthouse, new functions are now available.
Neural network training in the web application involves three basic steps: upload sample images, qualify the images (e.g. "good" / "bad"), then start fully automatic learning. The generated network can be run directly on IDS NXT industrial cameras. These skills make them powerful inference cameras, capable of solving new image processing tasks end-to-end, thanks to artificial intelligence. The cameras have "learned" which image features count, and can apply this to new image data. This is a huge advantage over conventional programming, especially in applications involving a wide variety of objects.
All components - camera hardware with AI core, various sensors and protection classes, software, infrastructure, know-how and support - are developed and offered by a single supplier. According to IDS Imaging, "this comprehensive approach makes IDS NXT ocean a unique solution in the vision market." The IDS NXT lighthouse neural network training software is now available in version 1.1. The company has perfected its user-friendliness and range of functions, for example, by rethinking detail vision and enhancing filter functions. In addition to object detection, users will soon be able to perform classification tasks.
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