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

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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RTM’s Journey to creating a necessity for smart and efficient manufacturing

RTM has been introduced as the 48th bright startup as part of the ‘Startup 101’ program by Startup Today. RTM is a tech startup dedicated to enabling smart and efficient manufacturing decisions in the high-tech industries such as semiconductor, display, and renewable energy sectors. Industrial AI technology in manufacturing is less common than Service AI. …

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[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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[Tech Bites] Importance of Phase in Image Processing

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

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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‘Shinhan Financial Group, ‘Shinhan Square Bridge’ recognizes outstanding ‘Hero’ startups

On December 2, Shinhan Financial Group held its 2nd ‘Annual Shinhan Square Bridge(S2 Bridge) Hero IR Day’ at the Jeju Innovation Growth Center to recognize outstanding startups.18 ‘Hero’ startups were awarded 5M krw and officially recognized via award ceremony.   Of the 18 Hero startups included AI manufacturing control and analysis solutions provider, RTM.   …

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RTM-Korea University sign MOU for development of AI-based smart factory manufacturing solutions

January 21st, RTM and Korea University signed an agreement to jointly encourage the development of the information technology industry by fostering advanced talent and research activities.   The scope of the memorandum of understanding (MOU) includes providing internship program opportunities, hosting industry seminars and panels, and active industry-academic collaborations. Professor Pil-Sung Kang, PhD, from Korea …

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”Super Gap’ innovators leading the Korean manufacturing industry

Recently, Korean semiconductor manufacturers like Samsung and SK hynix have gained global recognition and market share. Like so, RTM’s cofounders Ki-Suk Sung and Jin-Woo Park were introduced as one of ten ‘Super Gap’ innovators in the Korean manufacturing industry.   RTM was founded in 2018 and has been spending an especially busy year in 2020. …

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ComeUp2020, Promising startups selected by AI Championship

November 19~20, 8 final startups were nominated for the AI Championship during the 2020 ComeUp event.   In the final round, 22 out of 112 startups that were screened through written and face-to-face evaluations presented their business proposals to resolve the given challenge tasks.   RTM, the winner of the LG Science Park task, was …

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