#automatic passenger counting apc | Explore Tumblr posts and blogs

jamieleicurt · 3 months ago

Text

Real-Time Data Processing in DMS: How AI and Car DVRs Improve Driver Performance and Safety

The transportation sector is undergoing a significant transformation, driven by advancements in technology aimed at enhancing safety and efficiency. Among the most notable innovations is the Driver Monitoring System (DMS), a tool designed to observe and analyze driver behavior in real time. When paired with car Digital Video Recorders (DVRs), DMS leverages artificial intelligence (AI) to detect risky behaviors and provide actionable insights to improve driver performance. This article delves into the technical mechanisms behind real-time data processing in DMS and explores how these systems make driving safer and more efficient.

The Car DVR 4CH HDD/SSDS with ADAS DMS Model No E5H4H-AI-1

The Evolution of Driver Monitoring Systems

Driver Monitoring Systems are at the forefront of modern vehicle safety. These systems use a combination of cameras, sensors, and AI algorithms to observe drivers’ actions and physiological states, such as their level of attentiveness, signs of drowsiness, or unsafe practices like aggressive driving. By integrating with car DVRs, DMS gathers comprehensive data, allowing it to analyze driver behavior in context.

In practice, DMS captures various aspects of driver performance. For instance, it tracks eye movements and head positions to determine attentiveness and monitors facial expressions for signs of fatigue. This constant vigilance ensures that potential issues are detected early, reducing the likelihood of accidents. The integration of car DVRs enriches the system, enabling it to correlate driver behavior with external factors like road conditions and traffic patterns.

Artificial Intelligence

Artificial intelligence forms the core of DMS, enabling these systems to interpret complex data in real-time. AI-powered DMS uses machine learning (ML) algorithms and computer vision technology to make sense of multiple data streams. Video footage, telemetry data, and environmental inputs are processed simultaneously to create a comprehensive picture of the driver’s condition and behavior.

Real-time analysis is a critical component of DMS functionality. AI models are trained to detect patterns that suggest unsafe behavior, such as prolonged periods of distraction, frequent yawning, or erratic driving movements. These patterns are flagged immediately, triggering corrective measures like visual alerts on the dashboard or audible warnings. In some advanced systems, the AI can even coordinate with the vehicle's autonomous functions to initiate actions like braking or lane correction.

The Mobile DVR 4/8 CH HDD Model No C8FH8

Car DVRs

Car DVRs serve as a primary source of data and play a vital role in the effectiveness of DMS. These devices record high-resolution video and telemetry information throughout the driving process. The combination of DVR footage and AI processing creates a more robust monitoring system capable of providing nuanced insights.

One of the main advantages of DVRs is their ability to provide continuous monitoring. Every action taken by the driver, along with the surrounding environment, is recorded and stored. This is particularly useful for post-incident analysis, driver training, and legal documentation. Modern DVRs equipped with wide-angle lenses and high-resolution capabilities ensure that no detail is missed, whether it’s the driver’s facial expressions or external road conditions. Additionally, multi-angle coverage from these DVRs allows the system to cross-reference driver behavior with situational context, offering a complete picture of driving events.

The Mobile DVR with Automatic Passenger Counting System ( APC ) Model No C8FH8-1

Real-Time Data Processing

Real-time data processing technologies enable the integration of DMS, AI, and car DVRs. These systems analyze incoming data in milliseconds, enabling instant feedback and corrective actions. Edge computing is often employed to process data directly within the vehicle, reducing latency and ensuring immediate responses.

Machine learning models trained on extensive datasets enable these systems to recognize dangerous behaviors and environmental hazards accurately. Advanced video analytics tools enhance this capability by extracting actionable insights from DVR footage. For example, facial recognition technology identifies the driver and assesses their state of alertness, while motion detection tools analyze body movements to detect signs of fatigue or distraction. Sensor fusion, which combines data from multiple sources like cameras, accelerometers, and radar systems, further enhances the system’s ability to provide a comprehensive analysis.

Safety and Performance Benefits

The use of real-time data processing in DMS delivers numerous benefits that enhance both driver safety and performance. One of the most significant advantages is the ability to prevent accidents. By detecting risky behaviors like distraction or drowsiness and issuing timely alerts, DMS allows drivers to correct their actions before situations escalate. For instance, a driver who looks away from the road for too long may receive a warning to refocus their attention.

Another key benefit is the promotion of proactive safety measures. DMS systems often work in conjunction with Advanced Driver Assistance Systems (ADAS), enabling actions like automatic braking or lane correction when immediate intervention is required. This collaboration between systems creates a multi-layered safety net for drivers and passengers alike.

In addition to preventing accidents, DMS fosters long-term improvements in driving habits. Fleet managers, for example, can use recorded data to identify areas where drivers need further training. The system also enhances post-incident analysis by providing objective evidence through DVR footage, which is invaluable for insurance claims and legal disputes.

The Mobile DVR 8CH 1080P AHD HDD/SSD Model No C8FH8-AI-2

Challenges and Opportunities

While the benefits of real-time data processing in DMS are clear, there are challenges that need to be addressed for widespread adoption. Privacy concerns are among the most pressing issues, as continuous monitoring raises questions about how data is stored and used. Secure storage solutions and anonymization techniques are essential to mitigate these concerns.

Despite these challenges, the future of DMS is promising. Ongoing research and development efforts aim to refine these systems, making them more accessible, reliable, and user-friendly. Advances in AI and edge computing are expected to play a significant role in overcoming current limitations.

The Mobile DVR with ADAS & DMS Systems 8CH 1080P Model No: E5H8H-AI-1

MacFaith E-Technology Co., Ltd is redefining road safety with advanced vehicle BlackBox DVR systems integrated with cutting-edge AI technologies like Driver Monitoring Systems (DMS) and Advanced Driver Assistance Systems (ADAS). Their innovative vehicle surveillance solutions analyze real-time data to detect risky behaviors, ensuring a safer and smarter driving experience. Whether you need surveillance for passenger buses, taxicabs, or commercial fleets, their mobile DVR and camera systems offer protection against theft, fraud, and accidents. Designed to enhance operational efficiency and driver awareness, MacFaith's customizable car video surveillance systems cater to diverse vehicle types and global customer needs.

Contact them to discover how their mobile DVRs for vehicles can transform your driving experience.

About the Author

Alexis Techwell is a technology enthusiast and writer specializing in automotive innovations, with a passion for exploring how AI transforms road safety and driver experience.

0 notes

news4trafford · 1 year ago

Text

Northern using AI to count the number of passengers on region’s trains

Northern has started using artificial intelligence (AI) to count the number of passengers on some of its services. The train operator has deployed an Automatic Passenger Counting (APC) algorithm – which tests show is over 98% accurate – to software on its fleet of eight Class 769 trains. The work, which was part-funded by Rail North Partnership, was carried out at Allerton TrainCare Centre in…

View On WordPress

0 notes

reportsandmarkets · 8 years ago

Text

Automatic Passenger Counting System Market Report 2017

In this report, the United States Automatic Passenger Counting System market is valued at USD XX million in 2016 and is expected to reach USD XX million by the end of 2022, growing at a CAGR of XX% between 2016 and 2022. ACCESS FULL REPORT AND TOC: https://www.reportsandmarkets.com/reports/united-states-automatic-passenger-counting-system-market-report-2017-1644607 Geographically, this report…

View On WordPress

0 notes

news-24 · 3 years ago

Text

Global Automatic Passenger Counting and Information System Market Worth USD 20.7 Billion by 2027

In general, APCS - Automatic Passenger Counting System is a mobile-based and hardware application system that records passenger count who boards and departs at every stop.

The automatic passenger counting and information system effectively replaced the schedule checkers used previously to collect ridership information manually. On the other hand, this system refers to the electronic information system that provides real-time passenger details.

The technical innovations in this transit system can offer useful insights into statistics like off-peak and peak hours, real-time passenger count, route analytics, and the total number of passengers per stop.

Get a Free Sample Copy Of the Research Report: https://www.vynzresearch.com/semiconductor-electronics/automatic-passenger-counting-and-information-system-market/request-sample

It also lets passengers plan their route and track the vehicle in real-time without any issues. Light rails, buses, subways, trains, and ferry boats have this automatic passenger counting and information system.

Industry Trends:

The coronavirus outbreak has reduced the automatic passenger counting and information system market due to the lockdown restrictions. However, the industry is expected to maintain the pre-pandemic position due to the serious vaccination programs worldwide. Currently, this system is playing a major role in many fields.

Market Segmentation:

Insight by Type:

• Passenger Information Systems

• Automatic Passenger Counting Systems

The automatic passenger counting and information system can dominate the market since it gives information about passengers to the bus transit operations. Hence it can be effectively useful in scheduling the route and time of their vehicles without any delay.

This increasing competition among bus operations may lead to the growth in service offerings and enhance the customer base, leading to increased deployment of APCS in buses. Therefore, vehicle transportation will have proper management during the COVID-19 crisis due to the real-time information offered to bus operators.

Insight by Application:

• Trains and Trams

• Buses

• Ferries

The bus segment contributes more to the automatic passenger counting and information system market. It is mainly since buses are the primary mode of transportation across the globe. The rising number of businesses in increased adoption and developing countries of advanced technologies will enhance the segment growth to the next level.

Insight by Technology:

• Stereoscopic Vision

• Time of Flight

• Infrared

The stereoscopic vision segment is expected to have more CAGR in the automatic passenger counting and information system market since it offers accurate information about more traffic data and detects the passenger movement direction.

Bus drivers can accurately know the passenger count at each stop or each trip based on stereoscopic vision technology. The computerized passenger counting system is effectively useful for comparing the total number of passengers based on the tickets issues. Therefore it will help the bus operations to generate more income.

Insight by Type

• Mobile Applications

• Infotainment Systems

• Announcement

• Display Systems

• Emergency Communication Systems

A display system can dominate the automatic passenger counting and information system market since it provides digital systems to show the passenger's real-time information.

Station platforms, ticket halls, interchange corridors, entrances and other areas can be equipped with a display information system to offer passengers relevant information on train or metro destinations and timings.

It can enable the customer to get real-time information in traveling and at the station through disruptive technologies. Those technologies are big data, IoT, artificial intelligence, cloud, automation, and machine learning.

Insight by Application:

• Roadways

• Railways

• Airways

The railway's segment contributes more market share in the automatic passenger counting and information system market. Due to the mounting placement of rapid urbanization, metro rail proposals, modernization, and expansion of rail networks in growing economies will improve the segment growth.

This system can offer information based on train arrival, departure, delays, platforms, cancellations, timings, and much more to offer passengers a better experience.

Geographic Overview:

• Europe

• North America

• Asia Pacific (APAC)

• Other countries

North America can dominate the automatic passenger counting and information system market since it provides digital systems to show the passenger's real-time information. They can easily adapt to the rising demand and technology from the transportation and automotive industry.

In addition, North America is the top contributor to the automatic passenger counting and information system market due to the upgradation of existing transit structures. After that, it will install new systems for future transit infrastructure projects.

Source: VynZ Research

#Automatic Passenger Counting and Information System #Automatic Passenger Counting and Information System Market

0 notes

the-blog-storm · 3 years ago

Text

Smart Urban Sensing - Artificial Intelligence Sensor Technology

Smart Urban Sensing is a highly technological and innovative ‘Internet of Things’ / Artificial Intelligence Sensor technology provider within the Smart City, Market Town space & Retail sector. The business provides a complete ‘end to end’ IOT / AI hardware & software solution delivering historic location-based datasets and real time data to end user clients within the Retail, Transportation & Smart city / Town market.

Smart Urban Sensing is a cutting-edge Artificial Intelligence Sensor technology provider delivering critical elements required for a cities & towns. Big data and real time data analytics will be provided through our complete hardware, software and data platform solutions & have the capability of being fully integrated into various data analytical platforms.

Technologies like AI and IOT are currently in ‘’high’’ demand to combat the pandemic, with growing opportunities for crowd analytics, open data dashboards, and online city services. The need for complex and integrated city-wide solutions will drive and foster convergence in the Smart City market. Companies will actively partner and converge with other players in the smart city ecosystem to create and offer intelligent services. Convergence between product vendors and developers, networking companies and technical system integrators will create the smartest solutions in the market.

Smart Urban Sensing provides a wide range of Artificial Intelligence sensors and cloud-based software applications that collate, analyse and report on data collected.

Artificial Intelligence 3D Max

Smart Urban Sensing’s UK manufactured AI 3D Max is designed as a powerful next generation world leading all in one hardware sensor device that enables real time data and big data analytics to be generated in any environment. Our highly advanced Internet of Things and Artificial Intelligent Sensors are designed with attention to detail to provide the most accurate, reliable, and cost-effective sensor the market has to offer. Furthermore, only materials of the highest grade are used to offer you a high quality and long-lasting system.

With Unparalleled Accuracy of up to 99.5 % even in environmentally challenging Smart Urban Sensing’s AI 3D Max has capabilities of performing both people counting and customer journey analyses within one AI Hardware device. We are the first in the world who combine people counter and Wi-Fi analytics into a single device. We are committed to continually maintain our market leading position, bringing a great deal of strategic foresight that our customers require.

Artificial Intelligence 3D APC

Smart Urban Sensing’s UK manufactured AI 3D APC is designed as a powerful next generation all in one Automatic Passenger Counter hardware sensor device with highly robust and vibration proof features allowing installations on transport such as buses, trams and trains. Our highly advanced Internet of Things and Artificial Intelligent Sensors are designed with attention to detail to provide the most accurate, reliable, and cost-effective sensor the market has to offer.

The AI 3D APC system delivers highly accurate real time Occupancy and GPS data, with fully Integratable capabilities of delivering high quality data into a fleet management transportation system. With added functionalities such as delivering real time occupancy data on Transportation Apps such as a BUS ETA Applications, only materials of the highest grade are used to offer a high quality and long-lasting system. With exceptional multi-functional features such as CCTV and a WiFi hotspot, the AI 3D APC device is a world leader.

Artificial Intelligence 3D Mini

Smart Urban Sensing’s UK-manufactured AI 3D Mini is designed as a smaller powerful next generation world leading all-in one hardware sensor device with highly advanced Anonymous ‘’Time of Flight’’ technology which enables real time data and big data analytics to be generated in any environment. Specifically designed for a cost-effective single door counting device with no worries about cabling or lighting, the AI 3D Mini is a precision engineered device delivering the highest accuracy in its smaller physical size.

The AI 3D Mini has enhanced world leading features making it suitable for low ceiling installations (1.9m) works in complete darkness and provides GDPR compliance utilising our GDPR-exempted sensors delivering unparalleled accuracy without capturing any video images fully protecting the user’s privacy.

Artificial Intelligence 3D Pro 2

Smart Urban Sensing’s UK manufactured AI 3D Pro 2 is designed as a powerful next generation world leading all in one ‘’splash proof’’ hardware sensor device with excelled precision in accuracy which enables real time data and big data analytics to be generated in any environment. Combining 3D stereoscopic image processing and Artificial Intelligent video analytics together with highly advanced tracking algorithms, the AI 3D Pro 2 is optimised to achieve up to 99.5 % accuracy even in environmentally challenging conditions.

The AI 3D Pro 2 is specifically designed to support low ceiling heights. Embedded with a powerful 1.2 GHZ Quad Core processor it is packed with world leading enhanced features which utilises depth, colour, and texture to identify a person providing superior accuracy in low light, complete darkness, indoors and high noise environments.

Artificial Intelligence 3D IOT Outdoor

Smart Urban Sensing’s UK manufacturing AI 3D IOT Outdoor device is a highly advanced AI & IOT next generation sensor, operating as a Low Power Edge Intelligent Device, it’s easy to install, maintain and integrate universally with servers and cloud-based platforms. Uniquely designed for Artificial Intelligence, it can be deployed as a platform for Network Video Recorders, Smart Cameras, CCTV and IOT Gateways.

Exceptional features such as multi-stream video analytics, allows multiple video streams from multiple CCTV cameras to be processed in real time generating in depth data analytics. Object detection and classification is available for pedestrian detection, vehicles detection, pose estimation, area counting, profile and path tracking. With flexible options such as AI enhanced CCTV infrastructures or an all-in-one weatherproofed device, this is truly a market leading product.

Artificial Intelligence IOT Occupancy

Smart Urban Sensing’s UK manufactured AI 3D Occupancy is a powerful next generation all-in-one hardware sensor device that enables real time occupancy and big data analytics to be generated as reports or live on visual displays. Our highly advanced IOT and AI sensors are designed with attention to detail to provide the most accurate, reliable, and cost-effective sensor on the market.

With Government Pandemic regulations met with the AI 3D Occupancy, the system delivers exceptional functionalities: Real time occupancy, Automated displays at the entrances, Staff Alert systems, Live Occupancy Widget displays in websites and is easy & fast to install. The AI 3D Occupancy comes as a complete package compromising of Hardware, Software, Customer facing live dashboard, Employee facing dashboard, Staff alerts, Occupancy and footfall reports.

Smart Air Quality Monitor

Smart Urban Sensing’s Smart AQ Monitor is an automated small-sensor air quality monitoring system for measuring outdoor and indoor air quality, offering real-time air quality data and analysis. Smart AQ Monitor measures key pollutants in ambient air using the best small sensor technology combined with proprietary data processing derived from extensive global comparisons with reference data.

The product combines a robust hardware platform with wireless power options and communication using the latest Long Term Evolution communications standard, cloud-based data processing and secure online access. Smart Urban Sensing Smart AQ Monitor is manufactured in the UK to an exceptionally high quality based on many years’ experiences of developing environmental monitoring equipment for harsh environments and challenging international standards.

V8 Analytics Manager

Smart Urban Sensing’s V8 Analytics Manager is a world leading Enterprise Class Software platform with cloud-based control panels to collect and manage data, visualise the data and business metrics with a comprehensive range of dashboards and reports. Our fully comprehensive and premium V8 Analytics software provides a range of software modules and helps businesses to make data driven decisions supported by in-depth business insights and metrics.

The V8 integrates data from our sensors and hardware devices to provide customisable workspaces for businesses to plan and set targets, real time dashboard for business actions and KPI reports to visualise, measure and review the performance based on data metrics available. With over 20 widgets & over 40 data metrics available, the custom report builder allows you to customise the dashboard & reports as required.

Smart Urban Sensing offers free consolations to businesses and governments and local authorities to help them access their options and recommend a suite of integrated solutions such as footfall counters, people counters, crowd management systems, occupancy counters, traffic management systems and air quality monitoring systems.

For more information see www.smarturbansensing.co.uk

#smart technology #artificial intelligence #technology #people counting system market #occupancy sensor market

1 note · View note

market-research-updates · 4 years ago

Text

Automated Border Control Market Analysis By Growth, Emerging Trends , Future Opportunities and Forecast to 2025

The automated border control market is expected to witness a CAGR of 16.25% over the forecast period (2020-2025). Over the past few years, a rapidly increasing demand for border crossing was witnessed, where the need to speed up the clearance process at the Border Crossing Points (BCP) has been significant. The Automated Border Control (ABC) gates, or the e-Gates, can verify the travelers' identities that are crossing the borders by exploiting their biometric traits without the need for constant human intervention. - Biometric technologies always had a relevant impact on the improvement of efficiency, effectiveness, and Security of the checking processes. The automated biometric recognition can increase the border processing throughput, as well as facilitate the clearance procedures. To grant the passage of the border, the e-Gate compares the traveler's biometric samples stored in the electronic document with live acquisitions. - With the emergence of microprocessor-based passports, they have been the catalyst for reengineering the processes, from enrolment to issuance. They are now facilitating border control as automatic border control gates are being implemented in multiple airports. With more than 1000 million ePassports now in circulation, smart airports and smart borders are emerging at a rapid pace. Moreover, combined with a strong push behind biometrics (particularly face recognition), an extensive range of automated, self-service airport facilities are being offered for the passengers, from check-in to immigration control and boarding. - As Security across the world is heightened, and international passenger volumes are exponentially increasing, the automated border control solutions are gaining momentum. The kiosk solution and hybrid eGates/kiosks solution provide customizable options that can help modernize border management. They also ensure that passengers' airport experience is efficient, safe, and seamless while evolving with the changing needs and pace of future travelers.

Click Here to Download Sample Report >> https://www.sdki.jp/sample-request-90263 - Governments of various countries have been deploying biometric readers for multiple purposes, including law enforcement, public identity, border control, employee identification, access control, and attendance. Some large-scale deployment of the technology includes the UK Iris Recognition Immigration System (IRIS) project, India's Aadhar project, and US Visitor and Immigration Status Indicator Technology (VISIT). - Moreover, Colombia is developing enhanced Security with new electronic passport integrating Gemalto secure ePassport technologies. The project is working to deliver electronic passports to support the rapid deployment of the original machine-readable passports for 38 million citizens. - Further, in April 2020, the Everis Aerospace, Defense, and Security adapted its biometric identity solutions to offer additional capabilities to help face the ongoing Covid-19 health crisis. The adaptation of the solutions primarily affects two relevant aspects. On the one hand, the company has integrated temperature control systems in its kiosks, face pods, and biometric and document identification totems, and also in its ABC (Automated Border Control) doors. Key Market Trends Airport Applications are Expected to Witness a Rapid Growth - The aviation industry is anticipated to hold a significant market share and is expected to continue its position during the forecast period, primarily due to the substantial rise in the number of airports and the exponential increase in air passenger traffic. The increasing threat of terrorist attacks and the security standards that have been set by the international authorities that include IATA, ICAO, and ACI are among the two most influential drivers sustaining the market studied. - Airways are the most preferred means for international travelers, due to obvious reasons, like travel time and convenience. According to the European Commission, more than 887 million travelers are expected to make arrivals across the European Union. With this enormous difference in traffic, the automated border control system's adoption rate is significantly high compared to seaports and land ports. In December 2019, 12 new automated, pre-security e-gates were installed at the Aukland Airport, which can scan boarding passes and grant passengers access to secure areas.

- The number of airports investing in automated border control, check-in, and bag drop solutions, worldwide, is increasing, for enhancing the airport operational efficiency. Airline services provider, SITA, estimated that over 72% of the air travelers in 2019 used one of these self-service solutions, thus, creating a key differentiator for the overall passenger value proposition. - Recently in the United States, an Automated Passport Control (APC) program was introduced to expedite the Canadians'Canadians' entry process, US passengers, and the passengers eligible for Visa Waiver Program, by providing an automated process through CBP'sCBP's Primary Inspection area. Such initiatives by the government are estimated to drive the market studied. - Additionally, in Jan 2020, Vilnius Airport passengers were also using an automated border control system. Ten smart self-service gates have been installed in the capital's air gates that will primarily enable organizing the traffic of arriving and departing passengers efficiently. This kind of border control system is currently not available at any other airports in the Baltic States and Poland. Europe is Expected to Hold the Largest Market Share - Across Europe, the border agencies, governments, and industry decision-makers have been faced with a significant challenge, which is to majorly evolve and innovate their border management amid the increasing passenger traffic and changing government regulations. - According to the European Commission, it is projected that the annual traveler's border passages into the European Union will reach approximately 887 million by 2025. With this expected volume of passengers traveling internationally, new systems are being installed or integrated with the existing systems to enhance the security at border crossings. - Moreover, in April 2019, the European parliament voted to create a giant biometric database, known as the Common Identity Repository (CIR), in a move that may make it easier for the border guards and security officials to spot terrorists, criminals, and illegal immigrants. Initiatives like these are expected to further drive the demand for fingerprint authentication in the region during the forecast period. - Further, as of June 2019, travelers that were landing at the Keflavik International Airport (KEF) in Iceland were going through the kiosk-based border control. Four BorderXpress kiosks will be registering data on entry, exit, and refusal of entry of third-country nationals that are crossing the external borders of all the Schengen member states through a central system, which is a part of a 6-month pilot project. - There has been an increase in document fraud and identity theft, with the advent of new threats, such as terrorism or cybercrime. To deal with such issues, changes have been made in international governmental regulations, due to which new technological solutions are gradually being implemented across the region, thus driving the market growth in Europe. Request For Full Report >> https://www.sdki.jp/sample-request-90263 Competitive Landscape The automated border control market is moderately consolidated, with the presence of a few major companies. The companies are continuously investing in making strategic partnerships and product developments to gain a more market share. Some of the recent developments in the market are: - In May 2020 - NEC corporation completed the development of a biometric authentication terminal, which can provide high levels of authentication accuracy and convenience for users within a wide range of environments. This new solution also incorporates a face recognition system that increases the efficiency of the system and offers a cost-effective solution to its customers. Reasons to Purchase this report: - The market estimate (ME) sheet in Excel format - 3 months of analyst support

The dynamic nature of business environment in the current global economy is raising the need amongst business professionals to update themselves with current situations in the market. To cater such needs, Shibuya Data Count provides market research reports to various business professionals across different industry verticals, such as healthcare & pharmaceutical, IT & telecom, chemicals and advanced materials, consumer goods & food, energy & power, manufacturing & construction, industrial automation & equipment and agriculture & allied activities amongst others.

For more information, please contact:]=

Hina Miyazu

Shibuya Data Count Email: [email protected] Tel: + 81 3 45720790