Page 120 - TEXtalks. May-June 2023
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120                                                                                                                          Uster will introduce the latest product for fabric   everyday assistant, enabling them to be more   121
                                                                                                                                   inspection at ITMA 2023. The Uster Fabriq Assistant   efficient and productive. An additional effect is
                                                                                                                                   is a central platform for automated processing,   increased process accuracy and security, through
                                                                                                                                   analyzing, and visualizing quality data from Uster   consistent quality decisions for grading of quality
                                                                                                                                   fabric inspection systems. Comprehensive data,    levels, post-processing, delivery release, and, most
                                                                                                                                   interpreted reliably, let fabric producers focus on their   of all, avoiding claims.
                                                                                                                                   core tasks to drive operational excellence.
                                                                                                                                                                                     Cutting-edge hardware generates the data to build a
                                                                                                                                   What are the real advantages created by Uster Fabric   reliable foundation for decisions. Uster Fabric
                                                                                                                                   Inspection systems? Experts at Uster want users to   Inspection systems offer automatic real-time quality
                                                                                                                                   experience the full power of the data being gathered.
                                                                                                                                                                                     inspection. They can be seamlessly integrated into
                Artificial intelligence                                                                                            That’s why they developed Fabriq Assistant – one   production – at line, running speeds up to 1,000
                                                                                                                                                                                     meters per minute – providing consistent and
                                                                                                                                   data platform, as a central quality hub for all
                                                                                                                                                                                     efficient defect detection.
                                                                                                                                   stakeholders in the mill.
                    in fabric inspection                                                                                           The new Uster Fabriq Assistant eliminates manual   AI Classification
                                                                                                                                                                                     The core value module introduced with Uster Fabriq
                                                                                                                                   data processing and speeds up decision processes
                                                                                                                                   significantly. Fabric manufacturers can release their
                                                                                                                                                                                     application scope of data generated by Uster
                                                                                                                                   products for delivery automatically based on their   Assistant is AI Classification, which extends the
               New Uster Fabriq Assistant automates data                                                                           specific business rules without any human in the loop,   automated fabric inspection systems. Specific codes
                                                                                                                                                                                     can be automatically assigned to every image
                                                                                                                                   which eliminates bottlenecks and increases productivity.
                preparation to guide key decision-making                                                                           Automated collection, analysis and visualization  generated by Uster Fabriq Vision and Uster Fabriq
                                                                                                                                                                                     Vision N. Without AI Classification staff members
                                                                                                                                   The application is a web-based tool with individual   have to laboriously add defect image codes at the
                                                                                                                                   user accounts and specific dashboards. Fabriq     PC to perform a data review. By introducing machine
                                                                                                                                   Assistant shows a summary of quality performance   learning capabilities, data classification is fully
                                                                                                                                   from all the fabric rolls ever inspected in the mill.   automated and fabric producers can save more than
                                                                                                                                   Information is presented – and easy to be shared   80% of their manual review time.
                                                                                                                                   with other users – as a variety of statistical analysis
                                                                                                                                   tools, with results in different charts, histograms or   The real difference AI Classification makes will be
                                                                                                                                   evolution trends.                                 demonstrated at the Uster booth (B103) in Hall 10 at
                                                                                                                                                                                     the upcoming ITMA 2023 in Milan. Visitors can take a
                                                                                                                                   This depth of analysis goes way beyond what       challenge against Uster AI by trying to classify as
                                                                                                                                   previously could only be done manually in MS Excel!   many fabric defects as possible in a certain time. It’s
                                                                                                                                   Automated data collection, visualization and analysis,   a game, but it clearly shows the advantages of the
                                                                                                                                   as well as data processing and reporting functions,   Uster solution in accuracy and performance,
                                                                                                                                   are viewed on the central data platform. It works like   compared to the best human efforts.
                                                                                                                                   an expert assistant, offering relevant quality data
                                                                                                                                   during and after inspection. If the user is searching   Operational excellence
                                                                                                                                   for information on a specific roll, for example, just a   The first step for improvements in fabric production –
                                                                                                                                   few clicks will bring up the review dashboard. Here,   thanks to Fabriq Assistant – is that managers can
                                                                                                                                   all the details for that single roll are available –   concentrate on making decisions. The information
                                                                                                                                   including defect images, defect map and list and roll   they need is newly available, anytime and anywhere
                                                                                                                                   statistics.                                       within a few minutes after inspection. Uster aims for
                                                                                                                                                                                     the ongoing development of advanced quality data
                                                                                                                                   Decisions with impact                             analysis and reporting, with the goal to empower
                                                                                                                                   Using the Uster central platform enables managers to   customers’ progress to operational excellence.
                                                                                                                                   focus on their main task of making key decisions.
                                                                                                                                   Fabriq Assistant removes the unwanted workload of   In machine learning technology, the application
                                                                                                                                   manual data preparation and analysis. It also     mimics the human brain. Knowing the capabilities of
                                                                                                                                   provides the basis for maximum decision-making    artificial neural networks, Uster has also introduced
                                                                                                                                   accuracy, using advanced technologies such as     safety mechanisms to track the performance of AI,
            Uster Fabriq Assistant - efficient decision-taking based on data-driven insights
                                                                                                                                   Artificial Intelligence (AI).                     and data can easily be prepared for AI
                                                                                                                                                                                     improvements. Uster experts will be glad to provide
                                                                                                                                   Automated features let users experience this highly   more information about what AI can do for fabric
                                                                                                                                   flexible and customizable application as their virtual   producers at the upcoming ITMA 2023.

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