Rist List of Products and Services

"Deep Counter" is an AI software that can accurately count objects that have previously been difficult to automate for quantity inspection. With a GUI, it allows for easy AI development without the need for programming or AI knowledge, enabling no-code solutions. Furthermore, the application is equipped with AI learning capabilities, allowing customers to manage the AI learning and improvement processes themselves. Additionally, it can perform quantity inspections without the need for product alignment, leading to automation of operations. 【Features】 ■ Achieves automation of quantity inspections - Our proprietary AI algorithm can accurately count objects that have previously been difficult to automate for quantity inspections. ■ Enables AI development without specialized knowledge - With a GUI, it allows for easy AI development without programming or AI knowledge, enabling no-code solutions. ■ Capable of AI learning - The application is equipped with AI learning functions, allowing customers to manage the AI learning and improvement processes themselves. *For more details, please refer to the PDF document or feel free to contact us.

• Other Software

Rist developed a mirror surface inspection system using Deep Learning technology in the product inspection process of Murakami Kaimeido Co., Ltd., which holds the No. 1 domestic market share in rearview mirrors. This system achieved an improvement in inspection accuracy (from 60% to 97%) and reduced the burden on inspectors who previously relied on visual checks. 【Challenges】 ■ Difficulty in quantifying image color and other attributes ■ Ambiguity in standards due to human determination of thresholds ■ The need for inspectors to ultimately verify results visually We have addressed these challenges with our AI image inspection system. *For more details, please download the PDF document or feel free to contact us.*

• Other Software

Rist has developed a system in collaboration with Tokyu Livable, Inc., a real estate company, and Japan Home Shield, Inc., which specializes in ground surveys and building inspections, to diagnose cracks in the exterior walls and foundation of used houses based on certain standards using AI. (Patent obtained) 【Challenges】 ■ Since the evaluation is based on visual inspection and judgment by inspectors (humans), there can be variations in the assessment. ■ To ensure inspection accuracy, double-checking is conducted in the back office. ■ To maintain inspection quality, it takes several days from on-site inspection to final evaluation. We have resolved these challenges with our AI image inspection system. *For more details, please download the PDF document or feel free to contact us.

• Other Software

Integration with external systems and operations from external systems can be easily executed. The inference function can be executed via WebAPI (RestAPI), allowing for easy manipulation from other systems. Command-line operations are also possible. 【Features】 ■ Always equipped with cutting-edge and rich AI algorithms ■ Capable of executing various tasks with a unified format configuration file ■ Detailed configuration possible for various AI components ■ High-precision parameters set by default ■ Easy execution of integration with external systems and operations from external systems *For more details, please download the PDF document or feel free to contact us.

• Other Software

By equipping a wealth of features and parts, we significantly reduce development man-hours. Rist has achieved a tenfold reduction in man-hours. The interface, specialized for integration with devices, allows for smooth embedding. 【Features】 ■ Always equipped with cutting-edge and abundant AI algorithms ■ Capable of executing various tasks with a unified format configuration file ■ Detailed settings available for various AI components ■ High-precision parameters set by default ■ Easy integration with external systems and operation from external systems *For more details, please download the PDF document or feel free to contact us.

• Other Software

"RPipe-Image" offers the ability to develop high-precision appearance inspection AI quickly and at low cost, with a unified AI development environment, a rich selection of AI models, and an interface specialized for integration with devices. 【Features】 ■ Always equipped with cutting-edge and abundant AI algorithms ■ Capable of executing various tasks with a unified format configuration file ■ Detailed settings available for various AI components ■ High-precision parameters set by default ■ Easy integration with external systems and operation from external systems *For more details, please download the PDF document or feel free to contact us.

• Other Software

We will create an environment where AI engineers can focus on their core tasks, paving the way to build a more accurate appearance inspection AI system. 【Scope of Application for "RPipe-Image"】 ■ AI Model Training ■ AI Model Evaluation ■ System Development 1/2 *For more details, please download the PDF document or feel free to contact us.

• Other Software

AI development tool for implementing continuously evolving SOTA model AI algorithms. Develop AI models with flexible settings and combinations. Can be smoothly transitioned into existing products and manufacturing lines. This AI development tool is packed with insights from Kaggle, fulfilling the "wants" of AI engineers. 【Benefits of Introduction】 ■ Reduction in development costs ■ Always the highest quality high-precision AI ■ Improved competitive advantage *For more details, please download the PDF document or feel free to contact us.

• Other Software

"RPipe-Image" offers the functionality to develop high-precision appearance inspection AI quickly and at low cost, with a unified AI development environment, a rich selection of AI models, and an interface specialized for integration with devices. 【Features】 ■ Always equipped with cutting-edge and abundant AI algorithms ■ Capable of executing various tasks with a unified format configuration file ■ Detailed settings available for various AI components ■ High-precision parameters set by default ■ Easy integration with external systems and operation from external systems *For more details, please download the PDF document or feel free to contact us.

• Other Software

"RPipe-Image" is equipped with features to develop high-precision appearance inspection AI quickly and at a low cost. 【Challenges for Companies】 - Lack of business knowledge and inability to keep up with the latest technologies - High costs of AI vendor technologies - Desire to operate with in-house AI engineers after stable line operation 【Challenges for Engineers】 - Time-consuming environment setup and communication between engineers for each project - High costs of incorporating the latest technologies - Inability to smoothly transition from PoC systems to production systems - Limited flexibility and difficulty in differentiation with commercial AI development tools - Need for development tools aimed at high-level engineers The dedicated AI development tool for appearance inspection devices, "RPipe-Image," addresses the challenges of both parties. *For more details, please download the PDF materials or feel free to contact us.

• Other Software

Features of Deep Analytics 【Data analysis is handled by a world-class elite team】*Based on Kaggle achievements The Deep Analytics team is a world-class team led by a Kaggle Grandmaster. 【Feature engineering born from inspiration】 The most important technique in data analysis is "feature engineering." Our elite team, with knowledge and experience across various fields and industries, possesses the sense and inspiration to extract these features "appropriately." 【Data analysis and AI system development in close collaboration with customers】 Consultants familiar with the field connect data scientists and customers, constantly sharing challenges. We carefully explain the processes leading to the AI system, deepening understanding together with customers, and provide a one-stop service for development and implementation in close collaboration. *For more details, please refer to the PDF document or feel free to contact us.

• Database
• Data Centres
• Data Entry

Water used in industrial sectors must be properly treated within facilities to meet the discharge standards set by the government. Wastewater treatment facilities installed in production sites such as factories are designed to operate 24 hours a day, 365 days a year, and the assessment of treatment conditions is often conducted visually by operators at regular intervals. "Deep Inspection Liquid" aims to detect abnormalities in water quality (such as the occurrence of suspended solids, bubbles, and changes in color) in real time by placing fixed-point cameras in water treatment facilities. Please feel free to contact us. 【Features】 ■ 24-hour monitoring system powered by AI ■ Flexible monitoring system tailored to the on-site environment ■ Prevention of subjective judgment *For more details, please refer to the PDF materials or feel free to contact us.

• Security cameras and surveillance systems
• Water quality/pH measuring device
• Measurement and Inspection

Features of Deep Inspection 【World-Class Engineers】*Based on Kaggle Achievements With a team that includes Kaggle Grandmasters and numerous Kaggler engineers with manufacturing domain knowledge, we tackle high-difficulty challenges and develop high-precision AI. 【Compatible with Existing Lines】 Our products are not packaged solutions; we propose systems that leverage current lines. We design them to fit various environments and provide products with long-term operation and upgrade considerations. 【Reduced Running Costs】 Thanks to high-precision AI development, we deliver systems that can operate autonomously, thereby reducing running costs.

• Other Software

Data-centric AI is a concept of AI development that enhances the performance and accuracy of AI by adding and modifying data, rather than the traditional approach of improving models to increase accuracy. We are currently distributing materials that clearly explain the benefits brought by this "data-centric AI," incorporating basic knowledge! (You can view it immediately after downloading) 【Overview of the materials】 ■ Traditional AI development flow ■ Common challenges in AI development ■ What is data-centric AI? ■ Comparison between traditional AI development methods and data-centric AI ■ Benefits of data-centric AI ■ Reasons why "high-quality data" is important in AI development ■ Introduction to the cloud service for visual inspection AI, "LandingLens" *For more details, please contact us or download the PDF.

• Non-destructive testing

The "Rist Image AI Research Commissioning Service" is a service that fully undertakes image AI development for companies' product and service development and R&D departments. It has the potential to solve projects that could not be realized solely with in-house technology and technical challenges that have remained unresolved for many years. 【AI Development Example: Application of a Deep Distance Learning AI Model that Optimizes the Distance of Information】 ■ Selected deep distance learning (Metric Learning) applicable to facial recognition for 20,000 class classification ■ Register features using the Metric Learning model → Perform classification by comparing the features of the input image ■ Possible application examples: facial recognition, store product classification, good product learning, etc. *For more details, please refer to the PDF document or feel free to contact us.

• Other Management Services

The "Rist Image AI Research Commissioning Service" is a service that fully undertakes image AI development for companies' product and service development and R&D departments. It has the potential to solve projects that could not be realized with only in-house technology and long-standing technical challenges that have remained unresolved. 【AI Development Example: Generation of a dataset with pseudo-defects using 3D rendering software】 ■ Generate a 3D dataset for building and validating an anomaly detection model ■ Render a diverse range of high-resolution datasets using POV-Ray ■ Generate defect images that occur very rarely, allowing for validation across various patterns <Generation Points> ・Adjust wood grain and size for each image to create diverse image data ・Reproduce common types of defects in manufacturing, including "dirt," dents, scratches, and chips *For more details, please refer to the PDF document or feel free to contact us.

• Other Management Services

The "Rist Image AI Research Commission Service" is a service that fully undertakes image AI development for companies' product and service development and R&D departments. It has the potential to solve projects that could not be realized with only in-house technology and long-standing technical challenges that have remained unresolved. 【AI Development Case: Verification and Acceleration of Good Product Learning Model Using SPADE】 ■ Achieved state-of-the-art performance in unsupervised good product learning and localization with almost no training time required. ■ Realized acceleration of inference processing by modifying the backbone, removing dimensions, and applying quantization processing from the paper implementation. *For more details, please refer to the PDF materials or feel free to contact us.

• Other Management Services

We propose the "Rist Adviser Service," which optimizes the use of AI and leads to business transformation. By providing advice on the challenges faced during AI implementation, we enable you to proceed with a more efficient introduction and utilization of AI. 【Examples of Challenges】 ■ We want to advance DX seriously, but we don't know where to start... ■ Our internal AI project is not yielding the expected results... ■ We want to strengthen our internal AI team or establish one... ⇒ Please feel free to consult us about such challenges! We can offer proposals for efficient AI utilization and streamlining of business processes through the shortest route without waste. Our professional members, who hold titles of Kaggle Master or higher, will assist you. *For more details, please refer to the PDF document or feel free to contact us.

• Analysis and prediction system

We would like to introduce a case where we developed a mirror surface inspection system using AI deep learning technology in the product inspection process of Murakami Kaimeido Co., Ltd., which boasts a high market share in rearview mirrors. This system has achieved an improvement in inspection accuracy (from 60% to 99%) and reduced the burden on inspectors who previously conducted visual inspections. 【Issues with the Conventional Detection System】 ■ Difficulty in quantifying image color and other attributes ■ Ambiguity in standards due to human determination of thresholds ■ Inspection accuracy around 60% ■ Final confirmation by inspectors through visual inspection 【Effects After Implementation】 ■ After full-line implementation, the number of inspection workers was reduced by 70% ■ With an eye on overseas expansion, data obtained from the automation of inspections can also be used to optimize upstream processes *For more details, please refer to the PDF document or feel free to contact us.

• Analysis and prediction system

Recently, we have been seeing a lot of information about AI, such as "AI-equipped..." and "with the power of AI...". As the need for AI is increasing amid calls for corporate digital transformation (DX), only 12.4% of companies have actually implemented AI (according to the 2020 Ministry of Internal Affairs and Communications "Survey on Communication Usage Trends"), and many companies are still considering its introduction. This document provides a detailed explanation of the basic knowledge regarding AI utilization, including "the history of AI and recent trends," "reasons to utilize AI now," and "key points to know when introducing AI." <Contents (excerpt)> ■ The history of AI and recent trends ■ Reasons to utilize AI now ■ Case studies of AI utilization in manufacturing ■ Key points to know when introducing AI, etc. 【What are the points to win with "offensive AI"? Free individual seminar (first three companies)】 We will hold a free individual seminar for the first three companies interested in learning more about the points to enhance product competitiveness through AI integration! If you are interested, please fill out the inquiry form and write "Request for special seminar" to apply. *For more details, please contact us or download the PDF.

• others

This is an introduction to the case of implementing an "AI Automatic Drainage Monitoring System" at the Kyocera Yasu Plant. In the company's wastewater treatment facilities, workers traditionally visited three scattered wastewater treatment facilities within the plant three times a day to visually check the status of wastewater treatment. Due to labor shortages and the need for improved operational efficiency, there was a demand for the development of a system that could automatically determine the status. After the introduction of the "AI Automatic Drainage Monitoring System," the time spent on visual inspection tasks was reduced, and the burden on workers was alleviated. The expected time-saving effect after implementing the system at the three wastewater treatment facilities is estimated to be 504 hours annually. [Case Overview (Excerpt)] ■ Challenges - The visual inspection of the wastewater treatment status at the facilities required a considerable amount of time, and improvements in operations were necessary due to labor shortages and efficiency concerns. - In outdoor wastewater treatment facilities, the appearance of the water surface varies depending on the time of day and weather conditions, making automatic status determination by the system technically challenging. *For more details, please refer to the PDF document or feel free to contact us.

• Security cameras and surveillance systems
• Drainage and ventilation equipment

Our company specializes in custom image AI development for the manufacturing, infrastructure, and distribution industries, tailored for on-site applications. To provide services that are specific to each customer's situation, we offer four different plans. Our data scientists, who have excelled in global data analysis competitions, serve as your "AI sanctuary," addressing various challenges in R&D and product development, and collaboratively building AI systems with you. 【Development Achievements】 ■ Construction of a defect classification algorithm utilizing Few-shot Learning for small-batch production of diverse products ■ Implementation of a multi-class classification algorithm using Metric Learning ■ Development of a fast anomaly detection algorithm based on SSIM AutoEncoder ■ Realization of processing acceleration on edge devices ■ Data set augmentation using 3D rendering technology, etc. *For more details, please refer to the materials. Feel free to contact us as well.

• others

Our company offers a "contract service" for system development utilizing AI image technology tailored for the manufacturing, infrastructure, and distribution industries. Data scientists who have excelled in global data analysis competitions support the implementation of AI in various scenarios, such as product image inspection, building crack diagnosis, and label reading in inventory tasks. Custom development is possible. [Development Achievements] - Construction of a defect classification algorithm using Few-shot Learning for small-batch production of various types - Implementation of a multi-class classification algorithm using Metric Learning - Development of a fast anomaly detection algorithm based on SSIM AutoEncoder - Realization of processing speed enhancement on edge devices - Data set augmentation using 3D rendering technology, etc. *For more details, please refer to the materials. Feel free to contact us as well.

• others

The "Rist Image AI Research Commissioning Service" is a service that fully undertakes image AI development for companies' product and service development and R&D departments. Our company has been developing business as an "AI refuge" that solves projects that could not be realized with customers' in-house technology alone and technical challenges that have remained unresolved for many years through custom-made AI. We encourage you to utilize our image AI technology for your new product development and new business strategies. 【Application Areas】 - Development of AI image inspection machines that replicate the visual inspection of skilled workers using good product learning AI - Development of the "eyes" of collaborative robots using object recognition AI algorithms - Development of an AI image diagnosis system for exterior wall cracks in building inspections - Streamlining inventory tasks using AI for reading book spines, etc. 【Service Strengths】 - Many world-class data scientists on staff - Proven track record of AI implementation in the manufacturing industry - "AI refuge" 【Available Plans】 We offer four optimal plans tailored to meet customer requests and challenges. *For more details, please refer to our website or PDF materials, or feel free to contact us.

• Other Management Services

The "Rist Image AI Research Commissioning Service" is a service that fully undertakes image AI development for companies' product and service development and R&D departments. Our company has been developing business as an "AI refuge" that solves projects that could not be realized with customers' in-house technology alone and technical challenges that have remained unresolved for many years through custom-made AI. We encourage you to utilize our image AI technology in your new product development and new business strategies. 【Use Cases】 Manufacturing - Development of an AI image inspection machine that reproduces the visual inspection of skilled workers using good product learning AI. Infrastructure - Development of an AI image diagnostic system for exterior wall crack detection in building inspections. Retail Distribution - Streamlining inventory operations using AI for reading book spines. (Excerpt from the website) 【Strengths of the Service】 - Many world-class data scientists are on staff. - Proven track record of AI implementation in the manufacturing industry. - "AI refuge" 【Available Plans】 We offer four optimal plans tailored to your requests and challenges. *For more details, please refer to our website or PDF materials, or feel free to contact us.

• Other Management Services

The "Rist Adviser Service" is a service that provides support from experts in AI and data analysis regarding the utilization of AI in the manufacturing industry. Data scientists with the title of "Master" or higher from the global data analysis competition "Kaggle" will serve as advisors. Through regular meetings and support via chat tools, we assist in setting challenges, formulating evaluation methods for Proof of Concept (PoC), and conducting data analysis, aiming for the shortest route to incorporating AI into practical work. 【Recommended for those who:】 - Do not know how to utilize data in the manufacturing industry - Are unsure about how to promote digital transformation (DX) - Are struggling with how to report to the company using AI - Are having difficulties with evaluating AI models… *You can view a concise document introducing service details and the basic steps of AI projects via "PDF Download." Please feel free to contact us.

• others

The inspection system DEEP INSPECTION improves the speed and accuracy of the entire system and reduces the burden of visual inspections. Rist has developed a mirror surface inspection system using Deep Learning technology for the product inspection process of Murakami Kaimeido Co., Ltd., which boasts a high market share in rearview mirrors. This system has achieved an improvement in inspection accuracy (from 60% to 97%) and reduced the burden on inspectors performing visual checks. Rist's approach utilizes a convolutional network for multi-class classification. They developed a unique "Deep Inspection Confidence" and achieved a testing result accuracy of 97%. 【Issues with Conventional Detection Systems】 ■ Difficult to quantify image color tones, etc. ■ Ambiguity in standards due to human determination of thresholds ■ Inspection accuracy around 60% ■ Ultimately, inspectors confirm visually 【Features】 ■ After full-line implementation, the number of inspection workers is reduced by 70% ■ With an eye on overseas expansion, the aim is to optimize upstream processes based on data obtained from the automation of inspections. *For more details, please refer to the PDF document or feel free to contact us.

• Analysis and prediction system

The "Rist Adviser Service" is a service where top data scientists with rich expertise provide advice on solving AI utilization challenges through a shorter route. It is suitable for companies facing challenges in utilizing AI within their organization. Rist's advisors support the use of AI in various scenarios, guiding teams to achieve higher performance. 【Features】 ■ Speed in reaching optimal solutions ■ A reliable partner at any time ■ Skill enhancement for AI engineers *For more details, please refer to the PDF document or feel free to contact us.

• IT Control and Services
• others

Our "DEEP INSPECTION LIQUID" system uses AI to monitor water quality inspections that have traditionally been conducted visually by humans. It is a system that enables real-time monitoring of suspended particles, bubbles, and wave conditions through a camera. Once installed, the camera will monitor the water treatment site in real-time, allowing for cost reduction and a departure from unstable operations. We aim to automate the water quality inspection tasks that have been performed visually. Please feel free to contact us. 【Features】 ■ 24-hour monitoring system powered by AI ■ Flexible monitoring system tailored to the site environment ■ Prevention of subjective decision-making *For more details, please refer to the PDF document or feel free to contact us.

• Security cameras and surveillance systems
• Water quality/pH measuring device
• Measurement and Inspection

"DEEP ANALYTICS" is a data analysis that transforms manufacturing by predicting the "next" from various information. It realizes production efficiency by forecasting various occurrences in the manufacturing and business fields, such as equipment failures, maintenance timing, and demand forecasting. AI professionals develop customized systems. Together with our clients, we solve challenges in the manufacturing field and improve productivity. [Examples of data analysis active in the manufacturing industry] ■Predictive maintenance ■Demand forecasting (production adjustment) ■Yield improvement and loss reduction *For more details, please refer to the PDF materials or feel free to contact us.

• Database
• Data Centres
• Data Entry