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  6. [Video Available] "Roxy AI" cleans data and improves accuracy!

[Video Available] "Roxy AI" cleans data and improves accuracy!

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last updated:Jan 31, 2025

株式会社Roxy
株式会社Roxy
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Garbage In, Garbage Out. An AI that has learned from incorrect data is useless.

There is an explanatory video, so please take a look. Garbage In, Garbage Out. An AI that has learned from incorrect data is useless. In fact, AI developers say they spend 80% of their time on data preparation. Can using the latest research results and the strongest algorithms solve the problem? No. Underestimating data will render even the strongest AI a wasted treasure. If you allow difficult-to-find defects mixed in with normal images to be learned, the result will be an AI that does not detect features similar to the mixed-in defects, and that is not the AI you expected. What a human can intuitively understand, AI cannot adapt to. So, should we thoroughly check all normal images to ensure that defects are definitely not present? That would be ideal, but it requires an enormous amount of time and attention. Roxy AI considers that inappropriate data is something that will mix in. Inappropriate data that has mixed in can be removed and cleaned up. With Roxy AI, data can be cleaned throughout the entire AI learning process. We clean the data and create conditions that make it easier for the AI to learn.

    Visual Inspection Equipment
データ整理機能一覧.jpg

[Video Available] "Roxy AI" cleans data and improves accuracy!

データ整理機能一覧.jpg
データ整理機能一覧.jpg
  • Related Link - https://roxy-ai.jp/

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P5

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P1

Applications/Examples of results

【Usage Scenarios】 ■ Detect various types of defects (such as scratches and discoloration) ■ Detect foreign objects such as metal pieces, cardboard, and hair that have mixed into the products ■ Detect products or materials left on conveyor belts and cleaning equipment ■ Other inspections generally checked visually by humans *For more details, please download the PDF or contact us.

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If you refine the flyer data, the accuracy will definitely improve.

If you refine the flyer data, the accuracy will definitely improve.

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Roxy AI Introduction Materials Ver1.19 Runtime Edition

Roxy AI Introduction Materials Ver1.19 Runtime Edition

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Roxy AI Introduction Materials Ver1.19 Learning

Roxy AI Introduction Materials Ver1.19 Learning

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Roxy AI Runtime (KEYENCE Product Integration) Brochure

Roxy AI Runtime (KEYENCE Product Integration) Brochure

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What are the key points for introducing AI visual inspection software, explained through manga?

What are the key points for introducing AI visual inspection software, explained through manga?

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Roxy AI Introduction Materials Ver2.0 Learning Edition

Roxy AI Introduction Materials Ver2.0 Learning Edition

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Roxy AI Introduction Materials Ver2.0 Runtime Edition

Roxy AI Introduction Materials Ver2.0 Runtime Edition

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Organizing data from various perspectives.

"Roxy AI," which realizes the automation of visual inspections, has been upgraded to version V1.13! An AI that has learned from inappropriate data is useless. Roxy AI maximizes AI performance by cleaning the data!

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The AI used for visual inspection places the utmost importance on accuracy. Many visual inspection AI products aim to improve accuracy by adding data or repeatedly tuning parameters until accuracy increases. To achieve high precision under the condition of having a limited number of defective samples, Roxy AI emphasizes data organization. In this version upgrade, various features have been added to make it even more user-friendly and to achieve even higher accuracy. - Judging the quality of shooting conditions before AI learning: It is often discovered after trial and error that the reason for low AI accuracy was poor imaging conditions. Roxy AI detects adverse conditions that could negatively impact AI learning before the learning process begins, minimizing unnecessary trial and error and rework. - Automatic data organization: There is no need to manually check large amounts of data thoroughly. By automatically excluding data deemed inappropriate by the AI during training, the time and labor required for data organization are reduced. - Additionally, an integrated viewer that allows observation of data from various perspectives, among other features.

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株式会社Roxy

株式会社Roxy

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In small and medium-sized enterprises that support a large part of the manufacturing industry, it is difficult to secure engineers who are knowledgeable about AI. Additionally, in environments that are forced to produce small quantities of a wide variety of products, it is not realistic to outsource AI development each time. What is needed now is "AI that can be effectively utilized on-site." "Being able to effectively utilize it on-site" does not simply refer to the ability to easily create AI or to have a user-friendly interface. There are many AI inspection products that focus on finding highly accurate AI through repeated parameter tuning, but we adopt the approach of injecting the know-how of inspectors into AI to create high-quality AI. Roxy AI will cultivate high-quality AI by improving the quality of training data. To enhance the quality of training data, we incorporate unique features such as proprietary visualization technology and tactile feedback. Roxy is an AI inspection product that is closely aligned with the on-site needs, contributing to the improvement of productivity in the manufacturing industry.

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