Blog eng Archives

Aug 24 2022September 26, 2022

[AI Story] To the AI-seeking manufacturers: define the problem

Blog eng, zfull width eng / August 24, 2022 September 26, 2022

Smart Factories, Industry 4.0, AI in manufacturing has become a growing interest area across industries and scales to improve work processes. How much money do we need to development and implement AI, and how long will it take? What type of data do we need, and how much data? What problem can we solve with …

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Jul 11 2022July 28, 2022

[Tech Bites] Time-series 101 – defining time-series data

Data from manufacturing processes can be largely categorized as image data and time-series data. Due to their inherent visibility, image data can be analyzed for physical defects based on visual inspection or machine vision. In contrast, time-series data often seem to appear as repeated patterns, but are difficult to unique define. Because time-series are …

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May 31 2022July 26, 2022

[Tech Bites] Importance of Phase in Image Processing

Blog eng, zfull width eng / May 31, 2022 July 26, 2022 / image processing, manufacturing, manufacturing ai, phase, RTM

It is widely known that images are composed of pixels representing brightness. But what is less known is that images can also be viewed as a combinations of wavelengths of varying frequencies. As seen in the video below, image processing based on a two-dimensional(2D) wave frequencies and their directionality is called Fourier transform. https://vimeo.com/710178524/0c5f06d6bdFigure 1 : …

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May 16 2022July 20, 2022

[AI Story] To the AI-seeking manufacturers: how much data do I need?

Blog eng, zfull width eng / May 16, 2022 July 20, 2022 / Blog

AI technology enables high precision and efficiency of repetitive tasks to maximize users’ convenience. In manufacturing, AI is commonly used in smart factories to upgrade and automate processes. As a result, interest of deep learning-based artificial intelligence has also been growing. However, with this increasing trend and growing interest of industrial AI, there are also …

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