Detection System Product List and Ranking from 109 Manufacturers, Suppliers and Companies | IPROS

Last Updated： Aggregation Period:Aug 19, 2026～Sep 15, 2026
This ranking is based on the number of page views on our site.

Detection System Manufacturer, Suppliers and Company Rankings

Last Updated： Aggregation Period:Aug 19, 2026～Sep 15, 2026
This ranking is based on the number of page views on our site.

  1. ソナス Tokyo//Building materials, supplies and fixtures manufacturers
  2. GRIFFY Tokyo//others
  3. null/null
  4. 4 ニシオティーアンドエム Tokyo//Other construction industries
  5. 5 ニッタン Tokyo//Building Management
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Detection System Product ranking

Last Updated： Aggregation Period:Aug 19, 2026～Sep 15, 2026
This ranking is based on the number of page views on our site.

  1. Vehicle Proximity Detection System "Cardel" [NETIS Registered] GRIFFY
  2. Improving Customer Satisfaction with a Leak Detection System for Hotels ソナス
  3. Rear Obstacle Detection System "Sensing Eye"
  4. 4 Person Detection System "HADES" ニシオティーアンドエム
  5. 5 Leak Detection System for Commercial Facilities ソナス

Detection System Product List

121～150 item / All 220 items

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Vehicle Detection System Cardel (Wireless, 100V Power Supply) [Rental]

Vehicle Detection System Cardel (Wireless, 100V Power Supply) [Rental]

This is a vehicle departure detection system that can notify nearby vehicles and pedestrians of the approaching departing vehicle using a patrol light.

The vehicle detection system is suitable for detecting slow-moving objects (such as pedestrians and slow-moving vehicles) and can alert nearby vehicles and pedestrians with a warning light when a vehicle is approaching from blind spots, such as temporary enclosures or construction sites. The traffic vehicle detection system "Karkuru" is an autonomous sensor primarily composed of infrared sensing sensors, which can notify with a warning light by detecting the infrared rays emitted (or reflected) by vehicles.

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  • Detection System

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Lithium-ion battery off-gas detection system Li-ion Tamer

Lithium-ion battery off-gas detection system Li-ion Tamer

Detecting the exhaust of electrolyte vapor (off-gas) that occurs in the early stages of lithium-ion battery failure to avoid catastrophic thermal runaway.

The "Li-ion Tamer GEN 3" reliably detects early signs of lithium-ion battery (LIB) failure (off-gas detection) (battery electrolyte vapor – off-gas detection), allowing facility managers to respond to imminent thermal runaway events much earlier than with other protection systems. Additionally, this system enhances environmental control and situational awareness across a wide range of applications, as it is capable of measuring temperature and humidity at multiple points. The Li-ion Tamer GEN 3 system consists of the following components, which are easy to install and configure: (i) sensors, (ii) hub, (iii) power switch, (iv) network switch, (v) controller. • Each sensor node is composed of an off-gas sensor equipped with advanced algorithms that are highly sensitive to electrolyte vapor (off-gas) detection, requiring no calibration, compatible with all LIB specifications and chemical properties, and has a lifespan comparable to that of typical LIB systems.

  • Gas leak device
  • Other security systems
  • Other measuring instruments
  • Detection System

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Concrete Filling Detection System

Concrete Filling Detection System

Fresh concrete pressure and temperature detection! Capable of measuring pressure and temperature at three locations simultaneously.

The "Concrete Filling Detection System" provides real-time graph and numerical displays of the filling status of fresh concrete using pressure and temperature measurements. Filling pressure and temperature can be checked and recorded on a tablet or PC. It can also be used for pressure measurements at a depth of 40 meters underwater or in the sea. Additionally, we offer a "Filling Detection Sensor" that is lightweight and can be installed in small spaces. 【Features】 ■ Capable of measuring pressure and temperature at three locations simultaneously (up to three sensors can be connected to one connection box) ■ Sensor cables are available in four lengths: 5, 10, 20, and 50 meters ■ Sensors and cables can be secured with tape, etc. (a smooth installation surface is preferable) ■ Capable of measuring curing temperature during concrete hardening and displaying concrete strength graphs *For more details, please refer to the PDF document or feel free to contact us.

  • Other security systems
  • Detection System

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[Attention Companies in Okayama Prefecture] AI Development Case Study - AI × Anomaly Detection -

[Attention Companies in Okayama Prefecture] AI Development Case Study - AI × Anomaly Detection -

The AI automatically analyzes the camera footage and detects anomalies.

【System Overview】 This is a system where AI detects anomalies on behalf of the human eye. It can be used on Windows and allows for a list view of images when anomalies are detected. It features a camera gain adjustment function and a trigger mode that enables object detection at regular intervals. (Collaborative Development: Solekia Co., Ltd.)

  • Security cameras and surveillance systems
  • Detection System

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[Must-see for companies in Okayama Prefecture] AI Development Case Studies - AI × Anomaly Detection -

[Must-see for companies in Okayama Prefecture] AI Development Case Studies - AI × Anomaly Detection -

Anomaly detection using brightness gradient features with AI cameras.

**Purpose of System Development** Amidst crimes such as shoplifting and car break-ins, we want to build a system that can detect suspicious behavior before it escalates into an incident. Additionally, we aim to apply this system not only for anomaly detection but also to enable concierges to quickly identify and respond to customers in distress. Joint Development: Okayama Prefectural University, Faculty of Information Engineering, Image Information Engineering Laboratory

  • Security cameras and surveillance systems
  • Detection System

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Unauthorized Intrusion and Location Detection System 'RFID Starter Kit'

Unauthorized Intrusion and Location Detection System 'RFID Starter Kit'

A detection system that easily detects unauthorized intrusions and locates them! For customers who want to implement a security system but keep costs low!

The "RFID Starter Kit" is designed to meet the needs of customers who want to implement a security system at a low cost, start with a trial-level installation, and gradually expand. ◎ Standalone Type This type can be used without a computer. When a person without a tag approaches the entrance, it recognizes the intrusion and alerts the surroundings with a patrol light. ◎ Simplified Software Type This type works in conjunction with a computer. When the mini tag's ID signal is received by the AP antenna, it unlocks the electric lock (sold separately) and allows for searching the database for entry/exit status and entry/exit history. 【Features】 ■ Easily detects unauthorized access and location ■ Can be implemented at a low cost ■ Supports tag expansion after installation *For more details, please request documentation or view the PDF data from the download section.

  • Other security systems
  • Security cameras and surveillance systems
  • Detection System

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AI Facial Recognition Temperature Measurement System *Free demo available (on-site visits possible)

AI Facial Recognition Temperature Measurement System *Free demo available (on-site visits possible)

AI facial recognition, temperature detection, entry/exit and attendance management, patrol light integration, remote unmanned monitoring, cloud integration, no need for a computer, centralized management of multiple devices, healthcare.

We are offering a free demo of our AI facial recognition and temperature measurement system. On-site visits are possible, so please feel free to contact us. ■ Conducts rapid (0.1 to 1.0 seconds) and safe fever detection simultaneously with facial recognition ■ Recognizes faces from a distance of 1 to 5 meters and identifies from a maximum of 10,000 registered data instantly ■ Capable of measuring body temperature with an accuracy within ±0.3°C (recommended distance 1 to 1.5 meters) ■ Can measure the body surface temperature of up to 20 people simultaneously and output temperature logs ■ Can store up to 100,000 guest histories ■ Capable of detecting body surface temperature even when wearing a mask, thanks to the facial recognition camera algorithm ■ Allows for entry and exit management through facial recognition ■ Enables fast processing with walkthrough and multiple person detection *For more details, please contact us.

  • Audio and video equipment
  • Detection System

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Concrete Structure Deformation Detection System "BLUE DOCTOR"

Concrete Structure Deformation Detection System "BLUE DOCTOR"

Equipped with a unique magnetostrictive sensor! "Floating and peeling" detection system using mobile impact elastic wave survey method.

The "BLUE DOCTOR" is an integrated unit consisting of an automatic hammer that strikes four times per second and a magnetostrictive sensor that detects elastic (reflective) waves, all within a 50mm range. It can determine in real-time the presence or absence of voids (gaps) and their depth in concrete structures such as tunnels and bridges, including issues like floating or delamination, and display the results via LED. Compared to conventional methods, it significantly increases inspection speed and can detect relatively deep defects (70mm to 300mm) that are difficult to find with traditional sound inspection. 【Features】 ■ Unique magnetostrictive sensor capable of detecting voids up to 300mm from the concrete surface ■ Can perform automatic hammering at a speed of four strikes per second ■ Unique electromagnetic hammer with automatic control function for consistent force application ■ Basic configuration consists of a hammer and sensor integrated into a single unit with a 50mm spacing ■ Supports automation of inspections when combined with robots *For more details, please refer to the PDF document or feel free to contact us.

  • Security Sensor Systems
  • Detection System

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Temperature measurement for multiple people in 0.3 seconds! Thermographic temperature measurement system 'Sarmon'

Temperature measurement for multiple people in 0.3 seconds! Thermographic temperature measurement system 'Sarmon'

By integrating with contactless IC cards, it is also possible to manage body temperature on an individual basis. This is useful for virus prevention in large airports, terminal stations, and medium to small facilities.

"Sa-mon" is a non-contact body temperature screening system using a thermal imaging camera. It offers a range of products, from those that can measure the temperature of multiple people in 0.3 seconds to those specialized for individual temperature measurement. With cloud compatibility, it allows for the construction of geographic big data, enabling centralized time-series management of measurement conditions from various locations. Additionally, it can aggregate facial information of individuals with fever. 【Features】 ■ Capable of measuring multiple people simultaneously ■ Searches for the optimal temperature position from the video of individuals in front of the camera and displays the body temperature in real-time ■ Can be linked with non-contact IC cards ■ Notifies with an alarm display or sound when the measured temperature exceeds the preset limit ■ Measurement results can be output as graphs or management reports along with date and time *For more details, please refer to the PDF document or feel free to contact us.

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The difference between RPA and AI.

The difference between RPA and AI.

By combining AI and RPA, it becomes possible to automate tasks that were previously difficult!

Here is an introduction to the differences between "RPA" and "AI." RPA is a rule-based technology that automates business processes that are defined according to specific rules. On the other hand, AI is a judgment-based technology that makes decisions and executes actions based on a vast amount of data. By combining AI and RPA, it becomes possible to automate tasks that were previously difficult, such as "enhancing product-specific demand forecasting accuracy" and "detecting failures in industrial machine parts" in the manufacturing industry. 【Differences between RPA and AI】 ■ RPA - A rule-based technology that automates business processes defined according to specific rules - Handles "simple tasks" ■ AI - A judgment-based technology that makes decisions and executes actions based on a vast amount of data - Handles "thinking tasks" *For more details, please refer to the PDF document or feel free to contact us.

  • Big Data
  • Detection System

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Leak Detection System "Leak Elcon 8"

Leak Detection System "Leak Elcon 8"

Standard equipped with a self-check function! It reliably detects invisible leaks.

"Leakuelcon 8" is a leakage detection system for SF double-walled tanks. It consists of a float switch installed in the leakage detection pipe of the SF double-walled tank and a monitor that alerts to the occurrence of a leak, ensuring the reliable detection of invisible leaks. Additionally, it adopts a reed switch type, which is highly rated for safety and durability. Our company uses a selected high-quality reed switch to enhance reliability. 【Features】 ■ The monitor incorporates a barrier relay with intrinsic safety explosion-proof structure. ■ Using external contacts, it can transfer abnormal conditions to a location with an administrator via telephone line. ■ 24-hour monitoring capability. ■ Standard equipped with a self-check function to confirm operation. *For more details, please refer to the PDF document or feel free to contact us.

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  • Detection System

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Indoor Positioning System "AB Finder"

Indoor Positioning System "AB Finder"

No large-scale construction or costs required! Indoor positioning system for free address environments.

"AB Finder" is a location detection service that allows for easy positioning of people and objects indoors using beacon devices. By installing beacon devices in various locations indoors, the location information of smartphones with the application installed is accumulated in real-time on the server, requiring no operation. It is also suitable for free-address offices where it is difficult to grasp the location of individuals. 【Features】 ■ Inexpensive and provides a rough location ■ Automatically sends location information ■ Management screen is provided in the cloud *For more details, please download the PDF or feel free to contact us.

  • IoT
  • Detection System

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Satellite-based leak detection technology "Astera Recover"

Satellite-based leak detection technology "Astera Recover"

A technology for extracting leak investigation locations across the entire target area using satellite image analysis.

By analyzing images captured from satellite radar emitting L-band microwaves and detecting the unique reflection characteristics of tap water or sewage mixed with soil, we can identify suspected leak locations within a radius of 100 meters. We streamline fieldwork by narrowing the sound survey target distance to an average of 1/10, maximizing the absolute number of leak detections in a short period, including underground leaks that are difficult to visually detect. The results of the field survey can also be input on-site using communication devices such as smartphones linked to GPS, allowing for real-time sharing with the office. Unlike deterioration predictions, we can provide actual soil moisture observation data, enabling us to conduct comprehensive leak investigations in an "efficient" and "cost-effective" manner. ● Purpose Comprehensive screening survey for leak investigations (narrowing down the range of on-site sound surveys) * On-site sound surveys are not included in this service. ● Features Shortened duration for comprehensive surveys (analyzing the entire target area in about 2 months) Increased efficiency and reduced costs for sound survey work (narrowing the survey distance to an average of 1/10) Early detection of underground leaks (reducing effectiveness decline and secondary disaster measures) Digitalization of field surveys (utilizing GIS pipeline data and communication devices) Optimization of pipeline renewal plans (using survey results as foundational data for pipeline diagnostics)

  • Civil Engineering Company
  • Detection System

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Automobile-only road AI intrusion detection system

Automobile-only road AI intrusion detection system

Detect intrusions 24 hours a day with infrared thermal cameras and AI image analysis technology! It warns intruders with warning lights and sound speakers.

This product is a system that detects and reports intrusions into automobile-only roads in real-time using AI image analysis. With infrared thermal cameras and AI image analysis technology, it detects the intrusion of pedestrians and vehicles into the detection area almost 100% of the time, day or night. Additionally, it warns intruders with warning lights and sound speakers. The warning is expected to encourage intruders to turn back. 【Features】 - Real-time detection and reporting of intrusions into automobile-only roads through image analysis - 24-hour intrusion detection - Warnings to intruders to ensure safety - Automatic reporting to monitoring PCs - No server required (image analysis on-site) - Analyzed by AI edge computers *For more details, please refer to the PDF document or feel free to contact us.

  • Security cameras and surveillance systems
  • Monitoring and Control Equipment
  • Other security systems
  • Detection System

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Security device "DS Security"

Security device "DS Security"

A lineup of security products that protect people's lives!

We offer security devices under the name 'DS Security' to ensure safety and prevent the leakage of confidential information, including X-Ray inspection systems, metal detectors, and eavesdropping prevention devices. We have the X-Ray detection system "DS Security X-Ray," suitable for entrances and exits at event venues and sports stadiums, as well as the recording/eavesdropping prevention system "DS Security Defender-V," designed for use in conference rooms and research facilities. 【Product Lineup】 ■ AI Image Recognition X-Ray Detection System "DS Security X-Ray" ■ Recording/Eavesdropping Prevention System (for conference rooms) "DS Security Defender-V" *For more details, please download the PDF or feel free to contact us.

  • Entrance/exit management and personal identification system
  • Video Monitoring System
  • Detection System

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AI Thermal Detection System "Face Plus"

AI Thermal Detection System "Face Plus"

From standalone operation to integration with entry/exit and attendance management systems!

"Face Plus" is an AI thermal detection system with diverse scalability, achieved by sending facial recognition data and temperature and photo data collected on the device side to the management platform. By configuring AI thermal detection terminals and a management platform, it links body surface temperature detection results with facial recognition information, enabling a variety of applications. [Features] ■ Detection speed is under 1 second, masks can be worn ■ No installation or computer required, easy setup with just a mouse ■ Thoroughly tailored for Japan, localized in Japanese by Japanese experts ■ Compliance with WiFi and Bluetooth regulations obtained ■ Automation, alert notifications, and remote capabilities for labor-saving, etc. *For more details, please download the PDF or feel free to contact us.

  • Entrance/exit management and personal identification system
  • Detection System

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Suspicious Activity Detection AI System

Suspicious Activity Detection AI System

Suspicious behavior detection with AI systems!

Our company offers an AI system that can detect suspicious behavior, which can be implemented with just one camera and one computer, allowing you to utilize your existing equipment. We also provide training tailored to various needs. We support everything from the introduction of AI to its operation in a seamless manner. 【Features】 ■ Automatically records critical moments when the AI detects suspicious behavior, making post-event verification easy. ■ Monitors the behavior of target individuals with multiple cameras, detecting signs of crimes such as shoplifting. *For more details, please download the PDF or contact us.

  • Security cameras and surveillance systems
  • Detection System

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AI Smoke Detection System "SmokeScanner"

AI Smoke Detection System "SmokeScanner"

AI spark detection system that detects smoke generation in real time and performs automatic extinguishing.

"SmokeScanner" is a smoke detection and monitoring system that detects the occurrence of smoke, which is an early sign of fire, in real-time. It activates alarms and automatic sprinkler systems (sold separately), carries out automatic extinguishing, and also compiles accident information into a database. Please feel free to contact us if you have any inquiries. 【Features】 ■ Real-time smoke detection using AI image recognition technology ■ Detection speed of less than 0.1 seconds, capable of detecting both day and night ■ Ability to set appropriate alarm level masters based on the situation of the incident ■ Automatic activation of email notifications, IoT alarm lights via PLC output, sprinklers, fire hydrants, etc., based on alarm level settings ■ Sends images of spark occurrence situations to a configured mailing list upon spark generation and cessation (optional), among others *For more details, please download the PDF or contact us.

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[MatrixFlow Case Study] Vega Corporation Co., Ltd.

[MatrixFlow Case Study] Vega Corporation Co., Ltd.

The efficiency of detection has increased with the use of AI, leading to a decrease in fraud! Examples of how this is contributing to the streamlining of operations.

We would like to introduce a case where Vega Corporation, which operates an e-commerce business (LOWYA) that offers trendy furniture and interior items at low prices, and a cross-border e-commerce platform (DOKODEMO) that sells Japanese products overseas, has implemented "MatrixFlow." The company faced a significant operational challenge in detecting and determining whether the use of a credit card during payment was fraudulent, in order to prevent unauthorized purchases. After the introduction of our product, the efficiency of detection improved through the use of AI, leading to a decrease in fraud. Additionally, not only machine learning but also existing rule-based criteria were used in conjunction, allowing for more efficient checks than before. [Challenges] ■ Felt limitations in manual fraud detection and considered the introduction of AI ■ Wanted to conduct checks more efficiently and accurately for thousands of orders per day *For more details, please refer to the related links or feel free to contact us.

  • Other Software
  • Detection System

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Capable of detecting various drones! R2-Wireless

Capable of detecting various drones! R2-Wireless

Iron Dome-class drone detection technology!

R2-Wireless can protect against drone threats with an end-to-end solution powered by its proprietary cutting-edge AI-equipped RF sensing SDR technology. ★Key Feature★ Almost all drones other than DJI can be detected! Including Parrot, Autel, Skydio, SwellPro, Ruko, Hubsan, Yuneec, Futuba, etc. (including remote controls) Other Features - Continuously scans ultra-wideband below 6GHz - Optionally identifies and classifies unidentified objects - High-precision AI-based TDoA method enables wide-area location detection - Identifies threats (drones, remote ID, controllers, etc.) using specialized algorithms and AI - Open API allows integration with third-party systems (e.g., backing for remote ID, etc.)

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  • Detection System

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Wireless Wandering Notification Device Keitai-kun ACW-S(KE)

Wireless Wandering Notification Device Keitai-kun ACW-S(KE)

It will notify the receiver, located about 100 meters away, of the wandering of a specific person. Since everything is wireless, no wiring work is required.

■Purpose and Operation ● Elderly individuals who tend to wander will carry a transmitter. ● The access call receiver-transmitter installed at the exit will receive the signal from the transmitter and, when the motion sensor detects movement, will send a low-power radio wave to notify the receiver within 100 meters. ■Set Products: Two Types of Receivers ■ We offer two types of receivers to suit different purposes. ■ The radio waves can be registered in advance, allowing for immediate use. ● ACW-S(T) Desktop Receiver Set (AC-T + AC-2WM + HC-350) ■ You can choose from 8 different melodies or chimes, and it will visually notify you with a flash light. The notification time can be selected from 3 seconds to 120 seconds in 7 options, including "continuous." ● ACW-S(KE) Portable Receiver Set (AC-T + AC-2WM + RXF-60K) This is rechargeable and comes with a dedicated charger. It is ultra-compact, palm-sized. It can notify you with a buzzer sound and a vibrator. You can choose the notification time (20 seconds / 2 minutes / 5 minutes / 10 minutes). It features an easy-to-understand LCD display that can optionally show a 3-digit channel number.

  • Security Sensor Systems
  • Security devices
  • Detection System

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Safety measures for fuel facilities

Safety measures for fuel facilities

Many successful implementations! We will introduce "Safety measures for fuel facilities."

Our company is an authorized distributor of P&D Japan Co., Ltd. The company provides tanks and piping that enable leak detection for emergency and standby power generator fuel facilities. The products necessary for the configuration of the leak detection system include "UPP double piping," which has pressure resistance suitable for burial, as well as the "SGB leak detection device," which continuously monitors pressure fluctuations between the primary and secondary pipes, and "SF double-shell tanks" that have a leak detection layer. We have a proven track record of numerous deliveries. 【Features】 ■ UPP Double Piping - No corrosion or galvanic corrosion, UV resistant - High seismic resistance and strong against earthquakes ■ SGB Leak Detection Device - Capable of monitoring not only double pipes but also double-shell tanks (underground tanks) - Can detect very slight pressure fluctuations, preventing leaks in advance ■ Tank Protector with Soil Contamination Countermeasure Insurance - Features a highly watertight cover to prevent groundwater intrusion - Allows for airtightness testing *For more details, please feel free to contact us.

  • Safety and consumables
  • Detection System

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Piping Leak Prevention (Detection) System

Piping Leak Prevention (Detection) System

Constant monitoring is possible! A detection system that can detect leaks early.

The "Leak Prevention (Detection) System" is a system that enables early prevention of leaks by sounding an alarm in the event of an abnormality (leak) in the piping. Air or nitrogen is pressurized and filled between the primary and secondary pipes (sleeve pipes), and the pressure state detects the level of decrease (whether it is natural reduction or an abnormal occurrence). Depending on the installation situation, we can propose suitable systems from various types. 【Features】 ■ Continuous monitoring can be performed, allowing for safe facility operation. ■ Leak prevention (detection) for double-shell tanks (underground tanks) and above-ground tanks is also possible. ■ Available in pressurized (pressure) type and reduced pressure (vacuum) type. ■ Depending on the installation situation, we can propose excellent systems from various types. *For more details, please refer to the catalog or feel free to contact us.

  • Piping and insulation
  • Detection System

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AI Human Detection System 'Sinal'

AI Human Detection System 'Sinal'

Avoid close contact and crowding using the AI human detection system!

"Sinal" is a human detection solution using AI. It counts the number of people in real-time images and videos from cameras and detects crowding. When detection occurs, it can prompt avoidance of crowding by sending email notifications or alerts. Please make use of it in settings where management of numbers of people or items is necessary. 【Features】 ■ The monitored target (camera, video file) can be switched. ■ The range of the monitored target can be narrowed down. ■ Certain areas can be excluded from the monitored target. ■ The detected number of people is displayed clearly. ■ External notifications such as emails can be sent when the detected number exceeds a pre-set threshold, etc. *For more details, please download the PDF or feel free to contact us.

  • Entrance/Exit Gate System
  • Other measuring instruments
  • Security cameras and surveillance systems
  • Detection System

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AI Behavior Detection System "AI-Behavia"

AI Behavior Detection System "AI-Behavia"

Proof of concept can be conducted at low cost! No need to reintroduce cameras or incur new costs for implementation.

"AI-Behavia" is an AI behavior detection system that extracts individuals from video footage or recorded footage from network cameras and estimates the position of their skeletons using AI. It estimates the current posture from the shape of the skeleton and analyzes the changes in posture and behavior of individuals over time using AI. By learning various behavior patterns (deep learning), it can analyze a variety of actions, including fall detection. 【Features】 ■ Technology that recognizes humans as objects and tracks them even when they move ■ AI estimates the skeleton of individuals and infers posture from the spatial relationships of the skeleton ■ AI analyzes behavior from the time-series changes in posture *For more details, please refer to the PDF document or feel free to contact us.

  • BI Tools
  • Detection System

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AI-Behavia FD (Fall Detection System)

AI-Behavia FD (Fall Detection System)

Safe and secure monitoring system

By setting the fall time of the person who has fallen and sending out alerts, it enables appropriate real-time responses in emergencies. Furthermore, by training various fall patterns in actual environments (deep learning), the accuracy of fall detection can be improved.

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