{"id":14702,"date":"2024-10-11T16:05:55","date_gmt":"2024-10-11T14:05:55","guid":{"rendered":"https:\/\/www.cb-computech.de\/industrial-pcs-for-ai-applications\/"},"modified":"2024-10-13T17:28:37","modified_gmt":"2024-10-13T15:28:37","slug":"ai-acceleration-modules-for-industrial-pcs","status":"publish","type":"post","link":"https:\/\/www.cb-computech.de\/en\/ai-acceleration-modules-for-industrial-pcs\/","title":{"rendered":"AI acceleration modules for industrial PCs"},"content":{"rendered":"

<\/div><\/div><\/div><\/div>

Industrial PCs for AI (artificial intelligence) applications<\/h1>\n

Since Industry 4.0, AI (artificial intelligence) has also been moving ever closer to companies.
\nIt is being used in a variety of ways and in almost all industries with different requirements. An AI must be specially adapted for the company, as it should ultimately automatically optimize processes and efficiency, learn, avoid errors and find the best solutions. For all this to work smoothly, data must first be collected. AI development consists of a multi-stage process. A self-learning algorithm is fed with existing data to learn patterns and regularities, make predictions and evaluate accuracy. The algorithm can then be fed with new data and the previously learned algorithm is applied to the new data.<\/p>\n

With this optimized data, a model is created and trained (the more data the better) and model parameters are optimized. The training process is monitored to identify any problems. The model is evaluated using a validation set and parameters are refined. The best version of the model can now be selected. The model is tested again with separate data and can be transferred to productive operation after a successful run in a test environment.<\/p>\n<\/div>

Examples of AI areas of application<\/h2>\n<\/div>
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    Transportation and logistics industry<\/h3>\n<\/li>\n<\/ul>\n

    Pick deliveries automatically, trigger orders automatically to make optimum use of warehouse capacities and avoid waiting times in the supply chain.<\/p>\n

      \n
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      Industrial automation and robotics<\/h3>\n<\/li>\n<\/ul>\n

      Automated quality control, error detection in the production process, visual inspection of production quality.<\/p>\n

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        Medical technology<\/h3>\n<\/li>\n<\/ul>\n

        Support for imaging diagnostics, robot-assisted surgery.<\/p>\n<\/div>

        There are many other applications in different industries where AI can be used.<\/p>\n<\/div><\/div><\/div>

        AI acceleration modules<\/h2>\n<\/div>
        <\/div><\/div>

        AI module for the M.2 socket<\/h2>\n<\/div>
        <\/div><\/div>

        An AI acceleration module for the M.2 socket on the mainboard. Powered by a processor with 26 TOPS, the AI module can perform real-time inferences in deep neural networks. With the supported frameworks, models can be created and powerful AI applications can be operated.<\/p>\n<\/div>

        • <\/i><\/span>
          \n

          Form factor: M.2 KeyM, M.2 Key B+M, M.2 Key A+E<\/p>\n<\/div><\/li>

        • <\/i><\/span>
          \n

          Performance up to 26 TOPS<\/p>\n<\/div><\/li>

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          \n

          Highly efficient AI interference in real time with low latency<\/p>\n<\/div><\/li>

        • <\/i><\/span>
          \n

          Energy efficiency<\/p>\n<\/div><\/li>

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          \n

          Interface: PCIe Gen-3.0, 4 lanes (M.2 KeyM) up to 32 Gbs<\/p>\n<\/div><\/li>

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          \n

          Interface: PCIe Gen-3.0, 2 lanes ( Key M+B, Key A+E) up to 16 Gbs<\/p>\n<\/div><\/li>

        • <\/i><\/span>
          \n

          Supported frameworks: TensorFlow, TensorFlow Lite, Keras, PyTorch, ONNX<\/p>\n<\/div><\/li>

        • <\/i><\/span>
          \n

          Supported operating systems: Linux, Windows<\/p>\n<\/div><\/li><\/ul>

          <\/div><\/div>

          AI module for the miniPCIe slot<\/h2>\n<\/div>
          <\/div><\/div>

          An acceleration module for AI applications on industrial PCs and edge devices with miniPCIe slot. The acceleration module offers a performance of 13 TOPS (tera operations per second). With optimal energy efficiency, the module works in real time in deep neural networks.<\/p>\n<\/div>

          • <\/i><\/span>
            Form factor: mPCIe<\/div><\/li>
          • <\/i><\/span>
            \n

            Performance up to 13 TOPS<\/p>\n<\/div><\/li>

          • <\/i><\/span>
            \n

            Highly efficient AI interference in real time with low latency<\/p>\n<\/div><\/li>

          • <\/i><\/span>
            Energy efficiency<\/div><\/li>
          • <\/i><\/span>
            \n

            Interface: PCIe Gen-3.0, 1-lane<\/p>\n<\/div><\/li>

          • <\/i><\/span>
            \n

            Supported frameworks: TensorFlow, TensorFlow Lite, Keras, PyTorch, ONNX<\/p>\n<\/div><\/li>

          • <\/i><\/span>
            \n

            Supported operating systems: Linux, Windows<\/p>\n<\/div><\/li><\/ul><\/div><\/div><\/div><\/div>

            You can use an optional AI module with many of our industrial PCs.<\/h3>\n<\/div><\/div><\/div><\/div><\/div>
            <\/div><\/div><\/div><\/div><\/div><\/div>

            AI acceleration modules for CB Computech industrial PCs<\/h2>\n<\/div>

            Contact:<\/h2>\n

            Do you have any questions about our industrial PCs with AI acceleration modules? You are welcome to contact us by phone during our business hours, or we will call you back at the desired time.<\/p>\n

            Phone: +49 (0) 6123-999945<\/h2>\n<\/div><\/div><\/div>

            Recall:<\/h2>\n<\/div>

            Error:<\/strong> Contact form not found.<\/p>\n<\/div><\/div><\/div><\/div><\/div><\/p>\n","protected":false},"excerpt":{"rendered":"","protected":false},"author":2,"featured_media":0,"comment_status":"closed","ping_status":"closed","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[2072],"tags":[],"class_list":["post-14702","post","type-post","status-publish","format-standard","hentry","category-current"],"yoast_head":"\nAI acceleration modules for industrial PCs - CB Computech GmbH<\/title>\n<meta name=\"description\" content=\"AI acceleration modules for industrial PCs. 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