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  3. 株式会社Roxy
  4. "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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  • Sep 01, 2022
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Sep 01, 2022

"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!

株式会社Roxy 株式会社Roxy
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.
Organizing data from various perspectives.
Organizing data from various perspectives.
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[Video Available] "Roxy AI" cleans data and improves accuracy!

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.

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[Video Available] There is a reason for the high accuracy of 'Roxy AI'!

The phrase "high precision," which is used casually, has a solid reason behind Roxy AI's high precision.

There is an explanatory video, so please take a look. The phrase "high precision" is often used casually. Ask various companies: What is the reason for your high precision? Roxy AI achieves high precision with three key commitments. Without any one of them, precision cannot be achieved. ■ A simple AI focused on necessary functions It can only detect defects and identify defect types. It cannot fill in defective parts or read text. Even so, it can meet the needs of many workplaces. Because the tasks are simple, it not only makes high precision easier to achieve, but also offers many advantages such as easy annotation and fast learning. ■ Learning the characteristics of both normal and defective products together No need for defective samples. This is indeed an attractive phrase. However, many people may feel there are limits to learning from normal products. By properly learning the boundary between normal and defective products, we aim for high precision. ■ A thorough process to eliminate inappropriate data An AI trained on incorrect data is useless. By organizing the training data, we create conditions that make it easier for the AI to learn. There are many features available for this purpose.

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[Video Available] 'Roxy AI' Makes Detecting Foreign Objects in Dried Sardines This Easy!

The risk of foreign substances contaminating various food products. Using Roxy AI can help reduce such risks.

There is an explanatory video, so please take a look. In June 2022, shocking news emerged about the contamination of dried baby fish with pufferfish larvae. Fortunately, it seems that no serious harm was done, but it was a case that could have led to health issues with just one misstep. It may seem easy to distinguish between small fish and pufferfish. However, detecting foreign objects like pufferfish among a large quantity of small fish without missing any is a challenging task that requires constant vigilance. Similar incidents occurred in September 2014 and July 2019. It is believed that measures such as strengthening inspection processes have been taken each time, but relying solely on human labor cannot completely eliminate mistakes. The inspection processes for food products, which have had to rely on human labor until now, can be automated using Roxy AI. Automating inspections not only reduces the risk of foreign object contamination but also addresses many issues such as alleviating labor shortages, stabilizing quality, and improving the crowded environment of inspection areas. The video introduces examples of detecting various foreign objects among dried sardines. Please take a look.

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High speed and high precision are a given! 'Roxy AI' that can be used on-site.

Roxy AI, which can be mastered even by non-engineers. See how it differs from other appearance inspection AIs.

Unless it is an extremely simple test, a perfect AI cannot be created in just one learning session, so it is very important to improve accuracy. Many AI inspection products create AI using one of the following methods: - Utilizing AI know-how to repeatedly tune parameters to improve accuracy - A simple one-click process for anyone. If the accuracy is poor, data is endlessly collected Just as studying from incorrect or ambiguous textbooks does not improve grades, the quality of learning data is critically important for improving AI accuracy. At Roxy AI, we enhance accuracy by organizing the learning data. Roxy AI has many unique features, such as: - Automatic extraction of potentially inappropriate data (during/after learning) - Highly efficient annotation that is error-proof for anyone - One-click deletion/replacement of inappropriate data - One-click augmentation of missing data - Extraction of inconsistencies between learning data and test data There are many other innovations as well. Please download the PDF to see the details.

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Easy integration with KEYENCE products! AI inspection software 'Roxy AI'

Additional inspection of defects that are difficult to detect with rule-based methods using Roxy AI.

KEYENCE products are utilized in every conceivable field. By simply adding Roxy AI, the possibilities for inspection expand. The combination of KEYENCE products and Roxy AI leverages the strengths of both. ■ Upgrading existing inspection systems - Add AI inspection to inspection systems composed of CV-X and XG-X without coding. * Compatible with CV and XG series as well. - By using AI to re-inspect areas detected through image inspection, it is also possible to reduce false positives. ■ Utilizing KEYENCE's rich lighting and image processing capabilities for AI inspection - LumiTrax can instantly capture various images, such as specular and diffuse reflection images. It is possible to simultaneously learn and inspect multiple images taken with LumiTrax. - Supports multi-spectral images using infrared and ultraviolet colors. ■ Flexibly accommodating high-speed inspections and complex systems - Achieve high-speed inspections by combining with the VJ series cameras for machine vision. - Seamlessly integrate with KEYENCE's KV series PLC without coding. ■ Suitable for inspecting small, difficult-to-capture irregularities - Compatible with the LJ series, which measures height information using lasers.

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AI Visual Inspection Product "Roxy AI"

High speed and high precision are a given! The appearance inspection software 'Roxy AI' that can be expertly used on-site.

Roxy AI is an AI inspection product that can be effectively utilized on-site. Roxy AI is not a "multifunctional" product, but rather aims to be "simple and high-performance." By limiting its functions and leveraging unique technologies that are optimal for those functions, it achieves high precision and speed. Additionally, by narrowing down its features, it has become a product that anyone can easily use. ■ Create high-precision AI inspections on-site Roxy AI organizes data (images of the inspection targets) to train the AI. The person who understands the data best can create the best AI. ■ No AI expertise required With overwhelmingly simple one-click annotation, visualization of learning progress, and a step-by-step AI creation process that reliably improves accuracy, it is packed with unique features that anyone can easily use. ■ Applicable for a wide range of uses It achieves high precision not only in defect inspections but also in detecting foreign substances and residues. It is suitable for various industries, including not just manufacturing but also food products and lumber.

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[Video Available] That's why it's high precision! Roxy AI

As shown in the sample video, Roxy AI is highly accurate. Here, we introduce the concept of Roxy AI, which enables high-precision inspections.

- A simple AI focused on necessary functions It can only detect defects, identify types of defects, and detect unknown defects. It cannot measure the size of defects, nor does it have functions like OCR. High accuracy is achieved with a proprietary AI optimized for simple tasks. - Learning features of both normal and defective products By learning both normal and defective products together, it accurately understands the boundaries. Learning only with normal products is appealing to customers who do not have defective products. However, to make a decision on implementation, isn't it necessary to collect a certain number of defective products? If so, I would like to improve accuracy by making a bit more effort to collect defective products. This is Roxy's thinking. - A thorough process to eliminate inappropriate training data If there are errors in the training data, the AI will learn those errors as well. By detecting and organizing inappropriate data in various ways, we prevent the creation of a distorted AI. - Annotation that eliminates mistakes regardless of who does it Annotation involves simply clicking near the defect. Even if there is a slight deviation, it does not affect accuracy. No special technique is required. All that is needed is the experience of the inspector to accurately determine whether it is a defect or not.

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Benefits of Introducing Roxy AI

Not just cost reduction! Various benefits of automated inspection.

Transitioning from visual inspection to automated inspection offers many benefits beyond cost reduction. ■ Labor Savings - Freeing valuable personnel from simple tasks and shifting them to higher value-added work - Improving the 'crowded' environment of inspection areas - Preparing for the impending labor shortage in the near future ■ Stabilization of Inspection Quality - Eliminating variations among inspectors to stabilize inspection quality - Eradicating human errors that inevitably occur - Reducing excessive detections that tend to occur as inspectors gain experience ■ Increased Operation Without Relying on Human Labor, Horizontal Expansion - Achieving 24/7 operation - Realizing horizontal and overseas expansion by AI-izing the experience of skilled inspectors ■ Improvement of Manufacturing Processes Without Relying on Memory - Accumulating inspection evidence that serves as a reference during problem occurrences The benefits mentioned here are not limited to Roxy AI, but with Roxy AI's high speed, high precision, ease of learning, and easy system integration, these benefits can be maximized.

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AI visual inspection that can be utilized in various settings.

High speed and high precision are a given! Introducing the AI inspection product "RoxyAI" that can be effectively utilized on-site!

Roxy AI not only detects defects but also excels in foreign object contamination inspection and residue testing. It can inspect complex and diverse products and detect ambiguous defects, thereby expanding its range of applications. ■ Defect Detection - AI automatically learns judgment methods that cannot be standardized by humans. - No problem even if there are multiple types of defects such as dents, scratches, and line marks. - Any material can be inspected as long as it can be photographed, including metal, resin, and glass. - Capable of detecting not only learned defects but also unknown defects. ■ Foreign Object Contamination Detection - High-precision inspection of complex and diverse products that are difficult to assess with rule-based methods. - Detection of metal fragments, hair, insects, etc., that may be mixed in food and agricultural products. - Inspection to ensure that no similar-shaped foreign products are mixed in. ■ Residue Detection - No problem even with a lot of oil, dust, or water droplets. - Reduces the risk of defect outflow using the function to detect unknown defects. - Checks the normality of production equipment such as conveyors and verifies the cleanliness of dishes. Here are some examples of what can be achieved! Please feel free to contact us for more details.

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株式会社Roxy
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Slim 4 (Four) 48 W Jacket Tubes

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We would like to introduce 'Slim 4' handled by FCR & Bio Co., Ltd. This product is a jacket tube with a rack lid lock and anti-rotation function (compatible capacity 4.1ml). It is autoclavable and suitable for DMSO and vapor phase of liquid nitrogen. Additionally, it features a screw cap that does not use O-rings, packing, or gaskets. 【Features】 ■ Polypropylene ■ Autoclavable ■ DMSO compatible ■ Suitable for vapor phase of liquid nitrogen *For more details, please download the PDF or feel free to contact us.

Nov 07, 2025

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Expanding Possibilities with New Solutions - The Cutting Edge of Thick Plate Processing

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We will hold a thick plate solution event. We will propose a highly efficient automated operation for the entire factory, including cutting with the newly unveiled fiber laser machine, automatic transportation, and bending processing. This event will allow you to experience the latest machines and processing, so we encourage you to attend. 【Event Schedule】 November 21 (Friday) and 22 (Saturday), 2025, from 13:00 to 14:00 *Please note that the capacity for November 21 (Friday) is nearing full, so we recommend attending on November 22 (Saturday). If we reach capacity, we may have to decline participation. Please apply early. 【Event Location】 Amada Global Innovation Center (200 Ishida, Isehara City, Kanagawa Prefecture) 【Event Content】 Part 1: Product Introduction Seminar Part 2: Live Demonstration

Nov 07, 2025

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Clear vision: The essential KNF vacuum pump for cataract surgery.

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Cataracts are a common condition that significantly impacts daily life, causing many people to struggle. However, cataract surgery can restore or greatly improve patients' vision. KNF vacuum pumps are an essential component of the medical devices used for such precise surgeries. KNF offers a diverse lineup of diaphragm pumps for cataract surgery. For debris removal, the N 813 is a strong option. It achieves a maximum vacuum of 0.5 mbar (absolute), a maximum flow rate of 13 l/min, and a maximum pressure of 0.3 bar (relative). The N 813 provides stable, reliable performance with a compact design. It can be equipped with a customizable state-of-the-art BLDC motor that enables precise flow control. Its configuration and motor allow for low-speed operation, ensuring the necessary flow rate and vacuum for cataract surgery while reducing noise and vibration.

Nov 07, 2025

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【Ideal for industrial inspection, logistics, and printed material inspection】2k CoaXPress line scan camera | 50mm□ Compact, C-mount | Equipped with Gpixel GL3504

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This is a 2K line scan camera equipped with Gpixel's GL3504. It features a 7×7μm CMOS with a horizontal resolution of 2048 pixels. The monochrome model supports single and dual line modes, while the color model supports 3-line true color output. The maximum line rate is 172.7 kHz for the monochrome model and 44.7 kHz for the color model, making it ideal for industrial inspection as well as logistics and print inspection. It comes in a compact C-mount housing with a 50mm square design and is equipped with mounting taps on the front and four sides, ensuring easy installation regardless of position or conditions.

Nov 07, 2025

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The "BGX" suction cup achieves stable picking.

"PIAB introduces new sizes of 27mm and 63mm in the BGX series: making the handling of bags even more efficient" #BGX Suction Cups

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New sizes of the BGX cup are now available! In addition to the existing sizes of 34mm, 41mm, and 48mm, new sizes of 27mm and 63mm have been added to the lineup, providing even more options. You can customize your automation processes more flexibly. The BGX cup, ideal for picking thin and fragile bags, offers a strong grip even at low vacuum levels. Made of blue silicone, it complies with FDA and EU standards, ensuring safe direct contact with food. Additionally, it features excellent flexibility to accommodate a wide range of temperature environments. ✅ Excellent sealing performance ✅ High stability due to integrated design ✅ Multi-bellow structure ✅ Food-grade silicone ✅ Wide temperature compatibility ✅ Rich customization options For more details, visit https://www.piab.com/ja-jp/news/bgx27mm63mm

Nov 07, 2025

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