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スマートホールディングス

addressTokyo/Minato-ku/A-Place Shinagawa 8F, 1-8-40 Kounan
phone0565-36-0052
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last updated:May 26, 2025
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Heatstroke prevention solutions Heatstroke prevention solutions
3D Similar Shape Search System 3D Similar Shape Search System
3DCG / AR related solutions 3DCG / AR related solutions
Development of Autonomous Driving/ADAS In-Vehicle Control Software Development of Autonomous Driving/ADAS In-Vehicle Control Software
In-vehicle control software development In-vehicle control software development
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[Data] Similar Shape Search System 'SS4M'

Various issues arising from the inability to utilize past data can be solved with a similar shape search system!

This document introduces the similar shape search system "SS4M," which supports 3D data formats. It provides detailed information on usage images, the background of search challenges, and the issues that can be resolved. Additionally, it includes information on standard features and case studies, so please make use of it. [Contents] ■ What is the "Similar Shape Search System"? ■ Standard Features ■ Case Studies ■ Feature Table by License Plan ■ Supported 3D CAD File Formats ■ Process to Implementation *For more details, please download the PDF or feel free to contact us.

  • Data Search Software

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Solving your problems with new design costs! 3D Similar Shape Search System 'SS4M'

Compatible with many 3D CAD systems, including CATIA and NX! Search for similar past parts in just 2 seconds and free yourself from the stress of searching for files.

"SS4M" is a 3D similar shape search system that addresses the issue of increased costs in new design and management maintenance due to low searchability of past data, which leads to an increase in duplicate and similar parts. Significant cost reductions are possible through 3D similar shape searches utilizing AI. By simply preparing a 3D CAD file, a database for similar shape searches can be automatically constructed, allowing for immediate shape-based searches. Please feel free to contact us if you have any inquiries. 【Features】 ■ Discover similar items through simple searches, promoting reuse design ■ Automatically extract parts that can be standardized by grouping all data by shape ■ Accelerate estimates, improve estimation accuracy and quality *For more details, please download the PDF or feel free to contact us.

  • Other CAD related software
  • 3D CAD
  • Data Search Software

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Attention those troubled by rework! 3D Similar Shape Search System 'SS4M'

Supports many 3D CAD systems including CATIA and NX! As long as you have the CAD files ready, it automatically builds a similar shape search database!

"SS4M" is a 3D similar shape search system that addresses issues such as increased lead times due to the inability to reference past trouble information, resulting in rework. This product is designed for those who want to search existing component data filled with past design and manufacturing know-how by shape, in order to improve productivity in operations such as design, manufacturing, purchasing, and estimating. It allows for searches even when original data is not available, freeing users from the stress of searching for files. 【Features】 ■ Discover similar products through simple searches, promoting reuse in design ■ Automatically extract common parts by grouping all data by shape ■ Accelerate estimating, improve estimating accuracy and quality *For more details, please download the PDF or feel free to contact us.

  • Other CAM related software
  • 3D CAD
  • Data Search Software

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No naming conventions? No problem! Similar Shape Search System 'SS4M'

Even without original data, searching is possible! You will be freed from the stress of searching for files.

"SS4M" is a 3D similar shape search system that can solve the problem of not being able to search for processing information of similar models due to a lack of naming conventions, as it requires asking the person in charge to find it. It can search for past similar parts in just 2 seconds. By utilizing AI for 3D similar shape searches, significant cost reductions are possible. As long as you prepare a 3D CAD file, it automatically builds a similar shape search database, allowing for immediate shape-based searches. 【Features】 ■ Discover similar items with simple searches, promoting reuse design ■ Automatically extract parts that can be standardized by grouping all data by shape ■ Speed up estimates, improve estimation accuracy, and enhance quality *For more details, please download the PDF or feel free to contact us.

  • Other CAM related software
  • 3D CAD
  • Data Search Software

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Searchable even without keywords! 3D Similar Shape Search System 'SS4M'

A must-see for CAD data users! Significant cost reduction is possible with AI-powered 3D similar shape search.

"SS4M" is a 3D similar shape search system that solves the problem of not being able to search for similar model drawing information due to unknown search keywords such as drawing numbers or part numbers. As long as you prepare a 3D CAD file, it automatically builds a similar shape search database, enabling immediate shape-based searches, even when the original data is not available. You will be freed from the stress of searching for files. 【Features】 ■ Discover similar products with simple searches, promoting reuse design ■ Automatically extract common parts by grouping all data by shape ■ Accelerate estimates, improve estimation accuracy and quality *For more details, please download the PDF or feel free to contact us.

  • Other CAM related software
  • 3D CAD
  • Data Search Software

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Digital Archive | CG representation of Himeji Castle from point cloud data captured by drone photography

Reproduced with drone measurement and Unreal Engine. An innovative step in creating full CG VR and PR visuals of Himeji Castle.

Set against the backdrop of the World Heritage Site Himeji Castle, we present a full CG video utilizing the latest technology. In this project, we created intricate CG models using point cloud data obtained from drone footage captured on-site, leveraging Unreal Engine. The point cloud data acquired through aerial photography captures the castle's main keep, stone walls, and surrounding landscapes with millimeter precision, accurately reproducing actual dimensions and shapes in the CG environment. By utilizing Unreal Engine's real-time rendering capabilities, we faithfully reconstructed light, shadow, and texture expressions, enabling a variety of dynamic presentations, including changes between day and night and the four seasons. Furthermore, the produced CG video can also be developed as VR content. The presentation allows for experiences that are difficult to achieve with regular video, such as "perspectives from the inside" and a "historical exploration mood," which are envisioned for a wide range of applications, including tourism promotion and educational events. This video production symbolizes the fusion of cultural heritage preservation and cutting-edge technology. It aims to connect the value of Himeji Castle to future generations and contribute to the dissemination of its new charm. As a work that demonstrates the potential of CG and VR in future historical tourism, we confidently recommend it.

  • 3D measuring device
  • Municipal services and business location

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Utilizing the world's first patented technology! A heatstroke prevention band that detects changes in deep body temperature.

Heatstroke prevention measures on-site have been made mandatory! This wearable device is essential for detecting employee abnormalities and promoting early detection of heatstroke as part of heat stress countermeasures.

Starting June 1, 2025, it has become mandatory for businesses to implement measures against heat stroke in order to prevent its severity. The target is work sites where "work is expected to be conducted for more than one hour continuously or more than four hours in a day under conditions of WBGT 28 degrees Celsius or higher or air temperature of 31 degrees Celsius or higher." The 'hamon band S' estimates changes in deep body temperature rise and fall from pulse wave information, allowing for immediate detection of abnormalities in workers through a heatwave risk alert. It is rechargeable and not disposable, making it usable for several years. 【Three Features】 ■ No communication needed: Easily detect abnormalities by simply wearing it on the wrist ■ Deep body temperature estimation: Estimates the rise and fall of deep body temperature using patented technology ■ Three-stage alert for danger For more details, please refer to the PDF document or feel free to contact us.

  • Other temperature and humidity measuring instruments
  • Other measurement, recording and measuring instruments
  • Other safety and hygiene products

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【Upcoming Legal Amendment!】Heatstroke Prevention Band that Detects Changes in Core Body Temperature

Heatstroke measures at the workplace have been mandated by law! This product is essential for heat prevention measures that detect abnormalities in employees and promote the early detection of heatstroke.

Starting June 1, 2025, it has become mandatory for businesses to implement measures against heatstroke in order to prevent its severity. The target is work sites where "work is expected to be carried out continuously for more than 1 hour or for more than 4 hours a day in environments with a WBGT of 28 degrees or higher or a temperature of 31 degrees or higher." You can also download materials summarizing the specific details of the revisions. The 'hamon band S' estimates changes in deep body temperature rise and fall from pulse wave information, allowing for instant detection of abnormalities in workers through a heatwave risk alert. It is rechargeable and not disposable, making it usable for several years! 【Three Features】 ■ No communication required: Easily detect abnormalities by simply wearing it on your wrist ■ Deep body temperature estimation: Estimates the rise and fall of deep body temperature using patented technology ■ Three-stage alert to notify of danger For more details, please refer to the PDF materials or feel free to contact us.

  • Other temperature and humidity measuring instruments
  • Other measurement, recording and measuring instruments
  • Other safety and hygiene products

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A must-see for CAD data users! 3D Similar Shape Search System 'SS4M'

[Free demo in progress] Search for similar past parts in 2 seconds! Significant cost reductions are possible with AI-powered 3D shape similarity search.

"SS4M" is a system designed for those who want to improve productivity in operations such as design, manufacturing, purchasing, and estimation by searching existing parts data filled with past design and manufacturing know-how based on shape! By simply preparing a 3D CAD file, it automatically builds a similar shape search database, allowing for immediate shape-based searches. It is also possible to search even without original data. You will be freed from the stress of searching for files. [Features] - Discover similar items with simple searches, promoting reuse design. - Group all data by shape, automatically extracting parts that can be standardized. - Accelerate estimation, improve estimation accuracy, and enhance quality. *For more details, please refer to the PDF materials or feel free to contact us.

  • Other CAD related software
  • 3D CAD
  • Data Search Software

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AR display of products that leads to improved purchase rates and CVR on Amazon.

Amazon certified. We quickly and accurately create 3D models and provide consistent support until they pass the review. *Implementation is also possible for our own e-commerce site.

The product pages listed on Amazon now support 3D CG displays. The specifications have been changed to allow for virtual simulations of products. As a certified content provider partner of Amazon (Loft3Di), we offer services for the creation and implementation of "3D models optimized for Amazon." We provide 3D models optimized for each of Amazon's solutions at a reasonable price! 【Benefits of Implementation】 - 360° view allowing products to be seen from any angle - AR view for virtual placement of products - Virtual try-on that allows users to wear items on their own body We are also offering a document summarizing the specific effects expected from implementation! We can accommodate the integration into your own e-commerce site or deliver models individually, so please feel free to contact us.

  • Other contract services
  • Modeler
  • 3D CAD

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[Presentation of Introduction Effect Materials] Would you like to display Amazon's listed products in 3D?

Amazon certified. We quickly and accurately create 3D models and provide consistent support until they pass inspection. *We can also accommodate companies that have their own e-commerce sites.

Product pages listed on Amazon now support 3DCG display. The specifications have been changed to allow for virtual simulation of products. As an Amazon-certified content provider (Loft3Di) partner, we offer a service for creating "3D models optimized for Amazon." We provide 3D models optimized for each of Amazon's solutions at a reasonable price! 【Benefits of Implementation】 - 360° view allows customers to see products from any angle - AR view enables virtual placement of products - Virtual fitting allows customers to try on items on their own bodies We are also offering a document summarizing the specific effects expected from implementation! We can accommodate the integration into your own e-commerce site or deliver models individually, so please feel free to contact us.

  • Other contract services
  • Modeler

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"SMART3D" allows for easy 3D conversion of products from photos.

We promote sales through digital marketing utilizing 3DCG! 3D data/CG solutions that can be used on e-commerce sites and websites.

A team of about 1,200 members quickly transforms large and complex products into 3D and provides them. We can build a system tailored to our clients, capable of creating tens of thousands of 3D data each month. On web pages and e-commerce sites, products can be viewed from various angles in 360°, and with AR (augmented reality) technology, users can conduct installation simulations at home using smartphones or tablets. By confirming in 3D beforehand, we can alleviate user anxiety and facilitate purchases! 【Three Key Points】 ■ 3D conversion of existing e-commerce sites is possible, and we can establish a workflow that supports our clients' web marketing. ■ A team specialized in modeling quickly and beautifully creates 3D representations, allowing for a production system tailored to clients even for large quantities of products. ■ With years of experience in CG content production in the manufacturing industry and the comprehensive capabilities of SMARTGROUP, we support digital marketing from planning to execution. *For more details, please refer to the related links or feel free to contact us.

  • Other embedded systems (software and hardware)
  • Modeler

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Contract development for in-vehicle systems (ECU development) for automotive OEMs.

One-stop support for in-vehicle ECU development, design, implementation, and SILS/HILS evaluation for autonomous driving and advanced safety systems.

Our company has extensive experience in contract development of control systems and development support software for automotive OEMs, and we can accommodate various processes in the development of in-vehicle control systems. We are capable of ECU development for autonomous driving, ADAS, solar charging, HV systems, and we also support SILS/HILS evaluations! 【Achievements】 ■ "Design" Autonomous driving, ADAS, HMI ■ "Implementation" MBD, Embedded ■ "Evaluation (SILS/HILS Evaluation)" HV systems, brakes, clearance sonar, solar charging, autonomous driving, security functions of in-vehicle ECUs, message authentication, digital signatures, OTA and wired reprogramming evaluation ■ "Mass Production Development Support" ADAS *For more details, please refer to the materials. We provide a detailed introduction to our company and the business of our internal company "4th.ai."

  • Embedded system design service
  • Other contract services

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Contract development of systems for autonomous vehicles and MaaS vehicles.

Wide-ranging support for the installation and calibration of ECUs and sensors in vehicles, as well as evaluation of onboard systems!

Our company has extensive experience in the development of in-vehicle control software for automotive OEMs, and we are capable of connecting various systems, including those represented by ADK. We can support a wide range of development activities, including organizing requirements for autonomous driving systems and improving development efficiency, integrating and calibrating ECUs and sensors for MaaS vehicles, and evaluating in-vehicle systems! 【Achievements】 ■ Development of communication control specifications between vehicles and autonomous driving systems - Examination of communication interface specifications and evaluations between autonomous driving systems and automotive equipment systems - Support for selecting autonomous driving components that can be repurposed from commercial products In cases where direct integration is difficult, we also propose the development of a Vehicle Control Interface Box (VCIB). ◇ Example of Vehicle Control Interface Box (VCIB) development - Consideration of the installation of the I/F BOX in the vehicle - Management of the development schedule and planning - Coordination and negotiation with automotive OEMs and system vendors to establish collaboration with related components *For more details, please refer to the materials or feel free to contact us.

  • Embedded system design service
  • Other contract services
  • Development support tools (ICE, emulators, debuggers, etc.)

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A major reveal of AI development achievements; you will surely find solutions to challenges using AI.

Analyze voice, text, emotions, and expressions with AI to solve problems! 17 actual use cases in manufacturing, healthcare, sports, and more [Offering a collection of problem-solving examples].

Our company has expert personnel in AI development and has a wealth of experience in contract development for applications such as image recognition and chatbots. We can provide one-stop solutions from design and implementation to evaluation and the construction of evaluation environments. We introduce technical details addressing challenges such as AI image inspection in the manufacturing and medical industries, as well as recognition of voice, emotions, and facial expressions to aid in human resource development and the efficiency of meeting minutes. We also cover topics related to image data, language data, reinforcement learning, and support for AI personnel development. Please feel free to download and take a look. 【Examples of Problem Solving (Partial)】 ■ Images - AI image inspection in the manufacturing industry - AI image processing in the medical industry - Improvement of automotive driving safety through object detection ■ Language - Voice dialogue automation systems - Enhanced controllability of voice generation *For more details, please download the PDF or feel free to contact us.

  • Development support tools (ICE, emulators, debuggers, etc.)
  • EAI/ETL/WEB application server

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Contract development for in-vehicle ECUs and software development.

We provide total support for specification adjustments and software development with related companies in the automotive OEM sector!

We provide engineering services related to in-vehicle ECUs and software development for automotive OEMs! We mainly handle project management tasks in automotive development, and we have extensive knowledge and experience necessary for in-vehicle ECU and software development, including planning development schedules and coordinating specifications with relevant parties. 【Areas of Expertise】 - General ADAS (Driving assistance / Lane departure / Collision safety / Preventive safety / Surrounding monitoring, etc.) - Steering control - Brake control - In-vehicle communication networks - Radio authentication *For more details, please feel free to contact us.

  • Embedded system design service
  • Other contract services

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Contract development of MBD control software for automotive OEMs.

A series of processes and function construction necessary for development is possible! Numerous achievements in ECU software development using MBD (Model-Based Development).

Our company provides engineering services for automotive OEMs, including the development of in-vehicle ECU control software using Simulink and the establishment of development environments. We have extensive development experience in ECU software development using Model-Based Design (MBD) and can support the entire series of processes and functionality required for development! Control software development: Actuator control based on vehicle status, component failure detection functions, etc. Development environment establishment: Simulation environment setup (MILS), efficiency tool development. 【Features】 ■ Understanding of modeling guidelines - JMAAB - Compliance with other automotive OEM guidelines ■ Understanding of settings necessary for code generation - Embedded Coder - Compliance with other automotive OEM development tools ■ Understanding of control target operations - Knowledge of in-vehicle ECU/hardware - DC-DC converters - Motor control ■ Experience in supporting various development processes and functionality construction - Requirements analysis/design/detailed design/implementation/unit testing/integration testing - Control applications/component failure detection/communication/microcontroller settings *For more details, please feel free to contact us.

  • Other contract services
  • Embedded system design service

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Robot Control × MaaS Autonomous Driving Robot 'SiBOT' 2nd

High-precision environmental map generation and self-position estimation enable highly accurate mapping!

"SiBOT" is an autonomous driving robot that generates the environmental map necessary for self-localization and navigation using SLAM. By equipping three types of surrounding environment recognition sensors—camera, LiDAR, and RTK-GNSS—it achieves high-precision self-localization both indoors and outdoors. It is constructed with crawler components necessary for outdoor travel, allowing it to traverse rough terrain beyond paved roads. Based on the automotive development technologies we have cultivated, we are engaged in the development of next-generation mobility using cutting-edge technologies such as AI, IoT, and Robotics! 【Provided Technologies】 ■ Driving control/autonomous driving for small mobility - Feedback control - VSLAM/LiDARSLAM - Various navigation planners (DWB/TEB) ■ Environmental construction/development support for various sensing devices necessary for self-localization - IMU - RTK-GNSS - Camera (RGB/Depth) - ToF - LiDAR (2D/3D) ■ Others - Image recognition - Control systems *For more details, please refer to the related links or feel free to contact us.

  • Transport and handling robots
  • Other industrial robots
  • Picking robot system

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AI image inspection in the manufacturing industry.

By combining existing inspections with AI visual inspections, we will reduce the outflow of defective products to consumers!

AI image inspection is an appearance inspection that utilizes deep learning, building models by learning the characteristics of the inspection targets from data. It enables easier operation and higher precision inspections compared to conventional inspection machines. Additionally, by replacing existing inspections with AI appearance inspections, it reduces the human costs associated with inspections. 【Technical Details (Partial)】 ■ Fusion of AI and Robotics - Many engineers with expertise in robotics are on staff, enabling automation of inspection processes involving movement through the fusion with robotics. ■ Wide range of image recognition technologies applied - YOLO Series, Mobilenet-SSD, DETR, DeepLab, DCGAN, VAE, etc. *For more details, please download the PDF or feel free to contact us.

  • Image Processing Equipment

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AI × Images: AI Image Processing in the Medical Industry

Providing customized care and treatment plans tailored to the individual needs of patients!

We analyze visual information using AI to support communication from patients, including those with disabilities in medical facilities and at home, to doctors, nurses, and staff. Improvement of accessibility and quality of life is possible. It reduces the burden on medical staff and realizes the efficiency of medical care! Additionally, we provide customized care and treatment plans tailored to the individual needs of patients. 【Technical Details】 ■ Achieves high-difficulty tasks such as lip reading while wearing masks, pupil detection, and fine facial expression recognition. ■ Utilizes advanced AI algorithms and computer vision technology to enable real-time image processing and interpretation. ■ Ensures usability and effectiveness in real-world scenarios based on feedback from patients and caregivers. *For more details, please download the PDF or feel free to contact us.

  • Image Processing Equipment
  • Image analysis
  • Image Processing

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Cutting-edge technology in the industry! Acceleration of numerical simulations using machine learning.

Fast numerical simulations can be achieved through parameter optimization using machine learning!

The analysis of products dealing with fluids, structures, electromagnetic fields, etc., through numerical simulations of partial differential equations faces a significant challenge due to the long computation times. By using machine learning techniques, it is possible to significantly reduce computation time! Additionally, by executing simulations that have traditionally been performed on CPUs on GPUs, a speedup of up to 100 times can be achieved in the best case. 【Technical Details】 ■ Development of Faiss's machine learning-friendly numerical simulation algorithm for acceleration - By appropriately setting several parameters of the numerical simulation algorithms that have been traditionally used, we have developed an algorithm that can accelerate without compromising the traditional accuracy. - Fast numerical simulations can be realized through parameter optimization using machine learning. ■ Execution of numerical simulations on GPUs - By executing simulations that have traditionally been performed on CPUs on GPUs, a speedup of up to 100 times can be achieved in the best case. *For more details, please download the PDF or feel free to contact us.

  • Other analyses
  • Embedded system design service
  • Other information systems

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Improving automotive driving safety through AI × image object detection.

The goal image is the realization of safe driving with high reliability and cost efficiency!

The development of a driver monitoring system (DMS) using a single camera enables the detection of driver actions and ensures a clear line of sight to the road. By combining a system module box installed in the vehicle with a single camera, it monitors the driver's face and surroundings! Additionally, it uses an object detection model to detect and classify driver actions and to identify the presence of objects that may obstruct the driver's view. 【Technical Details】 ■ Camera Integration ■ Driver Action Detection ■ Real-time Monitoring *For more details, please download the PDF or feel free to contact us.

  • Image Processing Equipment
  • Image Processing Software
  • Image Processing

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Improving the controllability of speech generation through language and reinforcement learning.

Achieve natural speech generation! Distortion in speech generation at extreme high and low frequencies is reduced!

In voice synthesis, generating speech with a natural accent or adjusting the accent arbitrarily while maintaining naturalness is challenging. However, by utilizing machine learning techniques, achieving a natural accent is possible. Implementations such as Supervised Fine-tuning (SFT) using human feedback enable the generation of natural speech! Please feel free to contact us when you need assistance. 【Technical Details】 ■ Implementations such as Supervised Fine-tuning (SFT) using human feedback enable the generation of natural speech. ■ By redesigning the loss function and other innovations, we reduce distortion in speech generation at extreme high and low frequencies. *For more details, please download the PDF or feel free to contact us.

  • Voice Recognition Software

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Human Resource Development: Support for AI Talent Development

Engineers with experience in "coaching-type education" that balances project outcomes and development are on staff!

We provide support for human resource development in various ways that align with your company's needs. We have engineers with business experience and PhDs in fields such as image recognition, natural language processing, and reinforcement learning. Additionally, we can offer training support in your preferred format, including group training, on-the-job training (OJT), and one-on-one sessions! 【Our Strengths】 ■ Capable of handling advanced and diverse technologies ■ Support available in various formats *For more details, please download the PDF or feel free to contact us.

  • Other services
  • Recruitment business
  • Temporary staffing business

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Cutting-edge in the industry! An explanation of the efficient use of GPUs with AI.

Implement the processing within the framework as needed and provide a user-friendly API!

To shorten the training time of deep learning, parallel computation using multiple GPUs is necessary. By exploring methods for efficient parallel computation, effective learning can be achieved! Additionally, we will explore and implement efficient learning methods tailored to use cases, such as model parallelism, data parallelism, and pipeline parallelism, and conduct experiments. 【Technical Details】 ■Execution of parallel learning suited to use cases ■Resolution of processing allocation issues in GPU placement *For more details, please download the PDF or feel free to contact us.

  • others
  • Other server related
  • server

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A must-see for those struggling with GPU memory shortages! Efficient use of hardware using AI.

Reduction in the number of GPUs! It will be possible to train large networks without increasing the required number of GPUs!

There is a problem of insufficient GPU memory for training large deep learning networks, while GPUs are expensive compared to HDDs and DRAM, making expansion difficult. By utilizing other hardware, it is possible to train large networks using only a single GPU! 【Technical Details】 ■ Data transfer to HDD using CUDA Unified Memory - Users can transfer data from GPU memory to Host memory without being aware of the transfer. - A technology has been implemented to transfer data to HDD when Host memory is insufficient by extending the Nvidia Driver. ■ Analysis of computation graphs - Development of a technology that keeps only the necessary data in the GPU, moving others to Host memory or storage, and transferring them back to the GPU when computation is likely needed. *For more details, please download the PDF or feel free to contact us.

  • Memory
  • EAI/ETL/WEB application server
  • server

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Image + Robot AI Object Detection in Manufacturing Industry

Ensure accurate detection and processing of objects, minimize errors, and improve quality control!

Automation of object detection and processing through the integration of AI, computer vision, and robotics in the manufacturing industry! By automating tasks, we streamline repetitive operations, allowing personnel to focus on high-value activities. Additionally, we optimize the effective use of workflows and resources, enhancing overall productivity in food preparation tasks. 【Technical Details】 ■ AI Camera Module: Utilizes a pre-configured camera module equipped with Mobilenet-SSD to achieve real-time object detection. ■ Implementation of Computer Vision Technology: Adoption of computer vision technology for accurate 3D object position estimation (x, y, z coordinates). ■ Instructions for Robot Arm: Provides instructions for the autonomous grasping and manipulation of detected objects. *For more details, please download the PDF or feel free to contact us.

  • Other measurement, recording and measuring instruments
  • Other industrial robots

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Industry-leading! High precision of NLP using HDD.

We will implement state-of-the-art algorithms, integrate them into the network, and aim for acceleration!

In the field of NLP, one approach to improving accuracy is the introduction of memory layers. However, storing a large amount of memory can lead to the problem of slow retrieval times. To solve this, by accelerating approximate nearest neighbor search, it is possible to enhance the network's accuracy! 【Technical Details】 ■ Acceleration of Faiss - Implement state-of-the-art algorithms and aim for acceleration by integrating them into the network. ■ Development of approximate nearest neighbor search algorithms - Further tune Faiss to aim for overall acceleration during training. *For more details, please download the PDF or feel free to contact us.

  • Other network tools
  • server
  • Other server related

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Creation of 3D/AR models using point cloud data and AI.

Provides reliable point cloud data even in uneven environments and dynamic scenes!

To accurately perform AR in an external environment, the creation of point clouds is necessary. However, since point clouds typically need to be generated solely from stereo images from AR Glass, there may be cases where the accuracy of the point clouds is low. Therefore, by leveraging existing computer graphics and AI, high-precision point cloud generation is possible! We generate high-resolution 3D point clouds with 95% accuracy to meet customer needs. Additionally, rapid data processing enables real-time 3D scene reconstruction. 【Technical Details】 ■ Epipolar geometry-based multi-view stereo algorithms, including geometric correspondence, camera geometry, and scene geometry  ・MVS ■ Depth estimation networks for accurate depth map generation  ・DenseDepth, etc. ■ Stereo matching networks for end-to-end disparity map prediction  ・PSMNet, GCNet, etc. *For more details, please download the PDF or feel free to contact us.

  • Other image-related equipment
  • 3D CAD
  • Modeler

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Emotion analysis and animation technology for AI assistants

We aim to improve customer satisfaction and service efficiency!

The restaurant's AI assistant understands Japanese sentences and analyzes customer emotions, appropriately animating 2D anime characters. It comprehends customer orders and analyzes emotions, animating 2D anime characters according to the customer's feelings (e.g., smiling, sad expressions). It achieves basic animations through phoneme extraction and advanced animations using diffusion models! (e.g., head movements, speed control) 【Technical Details (Partial)】 ■ Preprocessing - Uses morphological analysis tools (e.g., MeCab, Janome) to tokenize Japanese text - Removes unnecessary information (stop words, special characters) *For more details, please download the PDF or feel free to contact us.

  • Other image-related equipment

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AI × Object Detection: Building an Object Detection System for Videos

Create a custom dataset from dashcam footage and sports matches!

Detect specific signs and actions within videos, understand the context before and after specific frames, and conduct analysis on videos such as dashcam footage and sports matches. Using existing methods, we will conduct accuracy experiments on our custom dataset to create a model that can detect the expected signs! 【Use Cases】 ■ Building a system to check the situation just before an accident or traffic violation occurs - Conduct video analysis and analyze driver habits, etc. - Create training materials for drivers ■ Building a system to detect the actions of people in videos - A system that detects not only people but also their actions - A system that detects specified actions - Crime prevention system *For more details, please download the PDF or feel free to contact us.

  • Image analysis software
  • Contract Analysis
  • Contract Analysis

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Research on sports science using AI and three-dimensional modeling.

Supports the latest technologies such as Body Sharing! Conducts three-dimensional configurations in situations where it is difficult to set up markers in the outdoor sky, accurately capturing the athletes' movements!

We will conduct data analysis and develop training to win international sports competitions. Using data such as heart rate before the competition starts and image processing technology, we will analyze the differences between good and poor athlete form and utilize this in training. Additionally, we will conduct mental training linked to heart rate and other values to eliminate mistakes during matches! 【Technical Details (Excerpt)】 ■ Perform three-dimensional composition and evaluation using DLT method, epipolar geometry, and PnP problem - Obtain the two-dimensional information necessary for three-dimensional composition using methods such as DeepLabCut and manual techniques ■ Investigate whether variations in the method of obtaining two-dimensional coordinates affect the accuracy of three-dimensional composition - Examine the relationship between the number of cameras used for shooting and their accuracy ■ Conduct research on methods for three-dimensional composition in situations where setting markers is difficult - Investigate the feasibility of using drones We also support sports × IoT technologies, including Body Sharing. *For more details, please download the PDF or feel free to contact us.

  • Image analysis software
  • others

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Case Study of 3D Similar Shape Search System Implementation at Toray Engineering Co., Ltd.

Accelerating "DX in Manufacturing" through the utilization of 3D similar shape search! Achieving improvements in QCD for manufacturing processes.

At Toray Engineering Co., Ltd., we have been promoting DX (Digital Transformation) across the company since October 2018 with the aim of consistent business reform! However, even after unifying our 3D CAD software, challenges remained, such as "the inability to easily search for data of similar shapes created in the past." This led to the perception that "it's faster to create new designs," resulting in a decline in QCD (Quality, Cost, Delivery). The similar shape search system "SS4M" allows not only for attribute value searches but also for searches based on shape features, enabling the reuse of parts and the development of design reuse, which has been evaluated as contributing to the improvement of QCD, leading to its adoption. [Case Overview] ■ Purpose of Implementation: Aiming to achieve both QCD improvement and business efficiency through design reuse. ■ Key Factors for Decision - Attribute information from CAD is carried over. - There is no need to create models for searching similar shapes. - Strengthening compatibility with other systems. *For more details, please refer to the PDF materials or feel free to contact us.

  • 3D CAD
  • Other CAD related software
  • Data Search Software

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Case Study of 3D Similar Shape Search System Implementation at Murata Machinery, Ltd.

Aiming to reduce the time for similar product searches from 30 minutes to 5 minutes! The time spent drawing blueprints from scratch will be redirected to new development.

In the Fiber Machinery Division, the drawings that have been issued are managed using our in-house developed drawing management system. It is difficult to achieve standardization of parts across different models from the large number of drawings available, leading designers to feel that "it is faster to create new drawings than to search for similar ones," which has a significant impact on lead times and costs. As the development of new models progresses, improving the efficiency of design operations and reducing the number of drawings have become challenges. To address this, we considered our tool "SS4M" as an efficiency tool for quickly finding drawings and similar parts from the vast accumulation of drawings, as well as a tool to promote parts standardization. Not only does it have a similar shape search function, but it also offers 3D shape comparison capabilities, high similarity accuracy, and excellent usability. As a result, the decision was made to implement it in the design and materials departments of the Fiber Machinery Division! [Case Overview] ■ Background of Implementation: Aiming for operational efficiency ■ Expected Implementation Effects - Reduction of similar parts search time from 30 minutes to under 5 minutes - Cost reduction through the discovery of standardizable parts *For more details, please refer to the PDF document or feel free to contact us.

  • 3D CAD
  • Other CAD related software
  • Data Search Software

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Case Study of 3D Similar Shape Search System - Kurimoto Co., Ltd.

Improve the accuracy of quality, cost, and short delivery times! Adopted for mold design and manufacturing business!

Klimoto Co., Ltd. has strengths in high quality, short delivery times, and low costs. Since its establishment 30 years ago, the company has been engaged in mold manufacturing based on data created with CAD. While aiming to further optimize the balance of quality, estimated costs, and estimated delivery times, they learned about our similar shape database "SS4M" and decided to implement it. By adopting this, even if the employees who designed past achievements are not present, it will be possible to search for whether similar products have been manufactured in the past in about 10 minutes. Additionally, during manufacturing, it will be clear "what the intended use was and how it was designed," eliminating the 2 to 3 hours of conceptualization time that was previously required! 【Case Overview】 ■ Implementation Effects - Design Department: Reuse of designs, reuse of parts, standardization of parts - Manufacturing Department: Reduction of process design man-hours - Sales Department: Shortening response time to estimate requests, reduction of estimate man-hours *For more details, please refer to the PDF document or feel free to contact us.

  • 3D CAD
  • Other CAD related software
  • Data Search Software

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Case Study of 3D Similar Shape Search System Implementation at Nikon Corporation

Adopting similar shape search in the component configuration optimization process! Aiming to improve product development speed and reduce costs.

At Nikon Corporation, we are constantly implementing process reforms to shorten product development periods in order to provide products to users as quickly as possible. To reduce design time and eliminate unnecessary costs, "common design," which involves implementing existing components into new products, is crucial. However, there have been challenges such as "variability in the time and accuracy of finding common components depending on the designer's experience." To address these challenges, we have introduced a similar shape search system called "SS4M." The goal is to improve product development speed by quickly searching for components and rapidly calculating estimated costs based on cost information linked to those components! 【Case Overview】 ■ Background of Implementation (Challenges) - Variability in the time and accuracy of finding common components due to the designer's experience - It takes time to optimize component configurations considering costs ■ Key Factors for Implementation - Ability to search for highly accurate similar components regardless of the shape of the parts - Fast response for operations and displays, making it easy to visually search for components *For more details, please refer to the PDF document or feel free to contact us.

  • 3D CAD
  • Other CAD related software
  • Data Search Software

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Case Study of 3D Similar Shape Search System - Tamron Co., Ltd.

Aiming for improved CAE accuracy and a reduction of 900 hours in labor! Case study on the introduction of an AI-based similar shape search system.

We would like to introduce a case study of the implementation of the similar shape search system 'SS4M' at Tamron Co., Ltd., a comprehensive optical equipment manufacturer. At the company, when conducting pre-molding simulations using CAE, they first search for similar parts to reference past molding conditions. There were challenges such as cases where the accuracy of the similar parts found in the search was low, which led to a decrease in the accuracy of the CAE. Therefore, they decided to implement the system with the aim of reducing the search workload for calculating molding conditions, reducing the workload for creating estimates of molded products, and reducing the CAM workload for mold components, as well as improving the accuracy of CAE! 【Reasons for Implementation】 ■ Easy data management through attribute registration ■ User-friendly, including good operability ■ Convenience of the program, including automation capabilities *For more details, please refer to the related links or feel free to contact us.

  • 3D CAD
  • Other CAD related software
  • Data Search Software

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AI × Language Voice Dialogue Automation System

Use it for order and inventory management in restaurants, or as a personal assistant!

We are developing automation systems tailored to customer needs using machine learning technologies, including voice recognition and synthesis, large-scale language models, and retrieval-augmented generation (RAG). By connecting to inventory and product databases, we are implementing a system that allows tasks such as ordering in restaurants to be completed via voice, thereby reducing labor costs! In the personal assistant role, we handle general assistant tasks such as conversation and schedule management. 【Usage Image】 ■ Ordering and Inventory Management in Restaurants - By implementing a system that allows tasks such as ordering in restaurants to be completed via voice, we reduce labor costs. ■ Personal Assistant - Customization of voice and character is possible based on individual preferences. *For more details, please download the PDF or feel free to contact us.

  • Other operation management software
  • Voice Recognition Software

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Robot Control × MaaS Autonomous Driving Robot 'SiBOT' 1st

High-precision environmental map generation and self-position estimation enable highly accurate mapping!

SiBOT" is an autonomous driving robot that generates the environmental map necessary for self-position estimation and movement using SLAM. Based on information from cameras and sensors, it performs fine-tuning to achieve high-precision mapping. Additionally, by controlling the rotation speed and direction of each wheel using mecanum wheels, it is also capable of omnidirectional movement! Building on the automotive development technologies we have cultivated, we are engaged in next-generation mobility development using cutting-edge technologies such as AI, IoT, and Robotics. 【Provided Technologies】 ■ Navigation ┗ Plans appropriate route planning that is responsible for route exploration, enabling the robot to move freely and efficiently. ■ Driving Control Technology ■ Obstacle Detection/Avoidance *For more details, please download the PDF or contact us by mentioning "Ipros.

  • Transport and handling robots
  • Other industrial robots
  • Picking robot system

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Explanation of the driving method and collaboration of AMR AGVs.

A detailed explanation of the differences between AGV and AMR, which are surprisingly not well known, covering aspects such as driving methods and collaboration!

The biggest difference between AGVs and AMRs is their mode of operation. AGV stands for Automated Guided Vehicle, and as the name suggests, it refers to unmanned transport vehicles that determine their route using guiding materials such as magnetic tape. On the other hand, AMR, or Autonomous Mobile Robot, does not require guiding materials. It obtains its position from information gathered by sensors and travels according to its objectives. Our company's 'SiBOT' adopts a SLAM method that estimates its position using lasers, allowing it to automatically calculate the route to its destination and autonomously move there! Additionally, unlike AGVs that follow guides, AMRs can detect and avoid obstacles while traveling. This means that even if there are people or goods in the same area, they can reach their destination while avoiding collisions, demonstrating excellent collaboration with humans. *For more details, please download the PDF or contact us by mentioning "Ipros."

  • Transport and handling robots

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Things to Know: The Differences Between VR, AR, and MR

Three words that I've been hearing a lot lately. A detailed explanation of their differences!

■VR (Virtual Reality) A technology referred to as "artificial reality" or "virtual reality" in Japanese. By wearing dedicated goggles, the realistic experiences obtained through VR can feel as if they are real. ■AR (Augmented Reality) A technology known as "augmented reality" in Japanese. Through dedicated glasses (including smartphones and tablets), it feels as if digital content exists in the real world. There are three types: marker-based (image recognition), plane recognition, and location-based. ■MR (Mixed Reality) A technology referred to as "mixed reality" in Japanese. By wearing dedicated goggles, the internal camera recognizes the shape and size of the real space (spatial mapping) and projects digital content over it. VISUS&co. leads a team with the latest CG technology and expertise to propose plans tailored to client needs, enhancing the value of corporate brands, products, and services using digital solutions! *For more details, please refer to the related links or feel free to contact us.

  • Other embedded systems (software and hardware)

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Video production and filming services that can be utilized for commercials and corporate PR.

We will establish a consistent production system from planning to art direction and production, providing high-quality solutions.

VISUS&co. leads a team equipped with the latest CG technology and expertise to propose plans tailored to client needs, enhancing the value of corporate brands, products, and services through digital solutions! We handle video production consistently from filming to completion, including commercials, corporate promotional videos, and business explanation videos. *For more details, please refer to the related links or feel free to contact us.

  • Other embedded systems (software and hardware)
  • High Speed Camera

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We will develop xR content (MR/VR/AR).

We establish a consistent production system from planning to art direction and production, providing high-quality solutions.

We handle the development of xR content, including VR/AR, from planning to production! We provide content tailored to technological trends and needs. VISUS&co. leads a team with the latest CG technology and expertise to propose plans that meet client needs, enhancing the value of corporate brands, products, and services through digital solutions. *For more details, please refer to the related links or feel free to contact us.

  • Other embedded systems (software and hardware)

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4th.ai Business Introduction

We will realize a mobility society where all people and things can move seamlessly!

4th.ai is a group of engineers seeking cutting-edge technology at the forefront. We provide engineering services with unique technologies in autonomous mobility, AI, robotics, space development, and other advanced technologies! For companies that want to undertake new initiatives but lack technical expertise or don't know how to proceed, specialists in various fields will provide solutions. 【Business Overview】 ■ Providing technology to realize a Mobility society ■ MoT (Mobility of Things): Providing technology that connects mobility to services ■ MaaC (Mobility as a Commodity): Providing technology for safe mobility use *For more details, please refer to the related links or feel free to contact us.

  • Embedded system design service

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Contract Development Robotics Development

We will realize a mobility society where all people and things can move seamlessly!

We provide autonomous driving control and simulation technology using ROS in the field of robotics. We are developing safe and optimal technologies by considering environmental recognition and control algorithms utilizing sensors and infrastructure. For companies that want to undertake new initiatives but lack technical expertise or do not know how to proceed, specialists from various fields will provide solutions! 【Features】 ■ Driving control/autonomous driving for small mobility - Feedback control - VSLAM/LiDARSLAM - Various navigation planners (DWB/TEB) ■ Simulation using ROS - MoveIt - Gazebo - Unity ■ Support for the development and environment setup of various sensing devices necessary for self-localization - IMU - RTK-GNSS - Cameras (RGB/Depth) - ToF - LiDAR ■ Others - Image recognition - Control systems *For more details, please refer to the related links or feel free to contact us.

  • Embedded system design service
  • Transport and handling robots
  • Other industrial robots

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