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Therefore, factories are constantly looking for new solutions, especially AI ones, integrating with high-resolution cameras and are capable of self-learning. Each variation required dozens more rules for computer vision to abide by. In a recent project between Landing AI and a Japanese manufacturer, for example, compared to rule-based inspection that took up to 6 months to build, data-centric AI only took 6 minutes to learn from the qualified data input and accurately identified product defects.Īnother challenge is multi-variations among different production lines, not to mention production plants. Andrew Ng - Founder & CEO of Landing AI.ĭata-centric AI continuously proved to be highly efficient, significantly reducing the time to bring trained AI into use. "Rather than having a vision engineer write pages and pages of rules, you can now show some data to the AI system and build a system that works just as well, but much faster", said Dr.
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Solely capable of detecting errors in their rule books, rule-based inspection might miss anomalies, requiring manual inspection by onsite staff. These systems are unable to "self-learn" or take on new status outside-of-the-book. Until just recently, factory owners were equipped with rule-based vision inspection, which required IT experts to write pages of rules for the algorithm to detect product defects.

All parties emphasised on the use of data-centric approach to shorten AI training duration in machine learning and addressed critical issues faced by brownfields factories.

In the recent online sharing, experts from FPT Corporation, FPT Software, Landing AI, and Schaeffler have discussed their visions for the future of AI in Real-time Quality Inspection. One such field, AI in visual inspection - with computer vision and machine learning on the rise – has been becoming more popular thanks to the engagement of top players across industries. Identified as the key for further enhancing competitiveness and workforce reinforcement, AI has the potential to be included in various operation processes.
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Your organization can monitor everyone’s progress throughout the process, ensuring full compliance.A recent exchange between leaders from FPT Corporation, FPT Software, Landing AI and Schaeffler explored the potential of applying artificial intelligence (AI) in various methods of inspection and defect detection, within the manufacturing industry. A certificate of completion is immediately available upon successfully completing the course.
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We also welcome you to review and edit the courses as needed.Ĭourses are offered in three formats: online, a traditional offline class presentation, and offline individual study.Īll online courses include an interactive lesson, quiz, and a review of your organization’s policies and code of conduct. Through research-based compliance training courses and comprehensive reporting and tracking, Compass helps you achieve full compliance.Įach Compass training course is personalized to align with your organization’s values, culture, faith, and language. While every organization has a unique mission, they all share the same values to protecting children.Įvery person who works with kids has a commitment to safety, integrity, and responsibility.Īt Compass, we use best practices to bring your values to life.
