At the edge, the use of GPU-based systems for AI computing is usually not practical due to the physical size of the inference system, the high-power consumption and the unfavourable price-performance ratio. The Mustang AI accelerator card series from ICP Germany offers new solutions for edge computing in the field of Artificial Intelligence of Things (AIoT).

Spectra PowerBox 5000: Scalable high-end GPU computing system. Modern processes in industrial AI and machine vision are closely linked to image processing. This requires industrial PC systems with CPU and GPU performance large enough to process the tasks in real time.

Every manufacturing application is different. Every operating environment is unique. To take account of the wide range of applications, Spectra offers industrial PC systems in various designs and system configurations – off the rack or perfectly matched to the respective application.

Machine vision requires high-performance computers that have been specially developed for high-speed optical detection and analysis on site. For these demanding tasks, Spectra has developed the powerful Spectra PowerBox 500 embedded computer series.

Given the explosive growth of machine vision, Cincoze, as a professional manufacturer of embedded systems, has expanded its embedded GPU computing product line. The newly launched GM-1000, a rugged embedded computer with embedded MXM GPU, is ideal for equipment manufacturers, system integrators, AOI providers, and automation specialists.

Bressner Technology introduces the PCIe Gen4 expansion system from One Stop Systems (OSS) in Europe. The 19-inch OSS 4UV PCIe "Value System" fully supports NVIDIA A100 Tensor Core GPUs and can increase the computing power by up to 20 times compared to the previous generation.

Spectra PowerBox 4000 series for deep learning, machine vision and car testing applications. In complex deep learning and machine vision applications, but also in the field of car testing, the demands on computing power are particularly high. With the Spectra PowerBox 4000 series, Spectra presents a high-performance embedded server that has been specially developed for these applications. In addition, it can be adapted very flexibly to the respective tasks,...

Complex graphics requirements, voice recognition, networked applications and more – the development of computer systems in all industries is increasingly moving in the direction of artificial intelligence and the demands on hardware and software are growing. With the PUMA series, BRESSNER has developed powerful hardware for particularly demanding applications such as factory automation, machine automation, artificial intelligence, machine vision, power supply and administration as well as smart...