Special Cases

18
2019.11
【2019 Solutions】 NexCOBOT - Smart Self-Checkout System Makes Future Shopping Convenient

Imagine a future where all shops have no clerks, fully replaced by smart devices Simply placing items on the table and letting the intelligent self-checkout system handle the rest makes shopping convenient and easy This scenario is not far-fetched, as unmanned store projects have already emerged in Taiwan, such as the recent multi-million investment by FamilyMart to create their second tech-concept store Through human-machine collaboration and the latest technology, they aim to alleviate clerical work, and NexCOBOT hopes to bring this concept into unmanned stores to simplify the checkout process for consumers NexCOBOT introduces a smart self-checkout system, aiming to incorporate this technology into unmanned stores, simplifying the checkout experience for consumers Dedicated to smart retail solutions to enhance consumer technology experience NexCOBOT, a subsidiary of NEXCOM, specializes in the independent development of six-axis robots and smart retail solutions With the rise of the Internet of Things, the line between physical and virtual commerce has blurred NexCOBOT identifies three foundational elements of IoT commerce smart retail, smart logistics, and cloud-based real-time management systems Continually, NexCOBOT commits to smart retail solutions, addressing major pain points for business owners while considering enhanced technological experiences for consumers, hoping to pioneer unprecedented innovative applications When it's time to check out, simply place the items on the table, and a scanner will identify the products and display both the items and prices on the screen How does NexCOBOT's smart self-checkout system work When checking out, place the shopping cart's items on the table An overhead scanner performs image recognition, then the screen displays the types of products and the amounts Payment can then be made using cards, smartphones, or other payment devices It can even integrate with facial recognition systems, allowing customers to pay through face scanning, which saves the time previously spent scanning barcodes and queuing Additionally, the store can utilize backend analyses to track customer data and popular products Due to the need for precise image scanning, a detailed product database must be established beforehand The store can also analyze customer data and popular items through backend analytics Establishing a product database to gain control of product information Precise image scanning requires that all items have a previously established database Scanning could include detailed 3D images of merchandise like cookie boxes or drink cans The more detailed the database, the faster the checkout process and the more effective the backend analytics However, because of limited space on counters, scanning large volumes of merchandise could be problematic Initially, items easily recognizable like those in bakeries might be prioritized Additionally, NexCOBOT offers modular solutions such as smart shelves, smart self-order systems, smart self-checkouts, smart marketing dashboards, etc, all customizable as per the client's requirements Integration with existing systems such as Point of Sale POS, Enterprise Resource Planning ERP, Customer Relationship Management CRM, and Digital Signage is also feasible Besides using payment devices, it can even integrate with facial recognition systems, allowing customers to pay through facial scanning, eliminating the need for manual barcode scanning「Translated content is generated by ChatGPT and is for reference only Translation date:2024-05-19」

2019-11-18
【2022 Solutions】 Zcon Telehealth uses AI facial recognition to detect physiological data so that people can know everything about their own health

On a weekend morning, Grandma Li, who lives in Taipei, was happily having a video call with her little granddaughter in Tainan through the screen of an AI health management robot Then at 900 am, the foreign domestic helper's mobile app displayed a health management reminder sent by the robot, notifying that Grandma Li needed her daily physiological data measurement Grandma Li faces the camera on the robotrsquos screen, and the screen displays Grandma Li's blood pressure, blood oxygen, heart rate, heart rate variability, and stress index The robot detected that grandma's blood pressure was a little high, and a picture of blood pressure medicines immediately popped up on the screen to help the foreign domestic helper quickly find the medicines, making Grandma Li feel more at ease when taking medicine This AI telehealth care application is not futuristic, but rather the AI-enhanced comprehensive telehealth care solution of Zcon Telehealth, which has been established for 10 years, providing thoughtful companionship for the elderly through AI It can be used for non-contact physiological data measurement in the post-pandemic era, significantly cutting the labor cost of care in half Bobby Pan, the founder and president of Zcon Telehealth, which has accumulated abundant technical capabilities in the telecommunications and banking industries over 20 years, observed that the demand for telehealth care is an inevitable business opportunity, and decided to establish Zcon Telehealth in 2013 He worked hard with the core AI technology team to develop a comprehensive telehealth care solution Four years ago, he set the goal to develop an AI-based telehealth care platform, and returned to school to study in a doctoral program, focusing on the research of contactless detection of physiological data using AI facial recognition technology He successfully obtained an invention patent 2 years later Zcon Telehealth is the third company in the world after an Israeli company and Taiwan's National Chiao Tung University to provide technological and service innovations for AI facial recognition to detect physiological data, and successfully incorporated it into the company's telehealth care management platform As Taiwan becomes an aging society, demand on elderly care will increase and become more diverse In addition, the increase in demand on physiological data measurement due to COVID-19, coupled with the shortage of manpower in care institutions, has highlighted the importance of telehealth care solutions The market demand for telehealth care can be divided into three main service targets home, social residence, and institutions Telehealth care can provide real-time physiological data detection, and the data can be uploaded to the cloud for storage, effectively solving the problem of insufficient caretaking manpower Seeing that the demand for telehealth care is irreversible at home and in care institutions, Bobbdy Pan observed that telehealth care should have five major elements, namely precision care, precision medicine, precision diet, precision health supplement, and AI companion robot He looks forward to the five major elements effectively connecting Zcon Telehealth's healthcare products, and providing more considerate telehealth care services for senior citizens or institutions To this end, Zcon Telehealth uses AI technology to strengthen comprehensive telehealth care solutions The company's products are integrated into four major areas, including telehealth care management platform, tele-psychological consultation platform, AI health management robot, and physiological data detection technology using AI facial recognition AI facial recognition technology contactless physiological measurement obtains data within 30 seconds, saving 12 of the labor cost of care The telehealth care management platform is an important core care platform of Zcon Telehealth It effectively integrates the exclusive measuring equipment provided by the company to daycare center, such as blood pressure monitors, forehead thermometers, and i-GlucoPal - needle-free blood glucose detection By downloading the smart care app of Zcon Telehealth, it can help long-term care institutions collect physiological data records of the elderly, and store the data in the cloud via Bluetooth transmission, allowing institutions to quickly obtain health data reports of the elderly Elderly people can also download the app, and use their own account and password to accurately measure and record their personal physiological data At the same time, family members can also use the account and password of their elders in institutions to keep an eye on the elder's health status and past measurement records The company is currently cooperating with 8 daycare centers affiliated to the Taiwan Rehabilitation Technological Association through the telehealth care management platform, which can significantly save 12 of the care labor cost, and has successfully provided 2,000 elderly people with general home care Regarding the tele-psychological counseling platform, Bobby Pan said that the company began to promote it in 2018, but online psychological counseling was not popular at that time Counseling centers only needed to use LINE or video platforms to provide services It was not until the COVID-19 pandemic in the past two years that caused people to go out less, which caused psychological counseling centers to lose a large number of customers Therefore, tele-psychological counseling platforms have become an important service channel for counseling centers to develop their customer base The tele-psychological counseling platform is provided to counseling centers in the form of an app Its functions include Google Meet video, online appointment, cash flow from payments, case management, account management, and emergency notification Counseling centers obtain a private account through Zcon Telehealth, and will be able to independently monitor the database management status of the counseling center, such as psychologist schedule management Zcon Telehealth thoughtfully provides the UberPsycho app service to clients After downloading the app, customers can locate and instantly match with the nearest counseling center and matching location to complete the search for a counseling center Customers can subsequently make an online video call or go to the counseling center to meet their counseling needs, breaking the limitations of space and meeting customers' needs for real-time consultation or spiritual companionship when they are emotional, truly achieving "Anywhere, Anytime, On-Demand Service" The product is an online psychological counseling platform that has been reviewed and approved by the Health Bureau and is compliant with regulations Counseling centers only need to apply online to start online counseling services, and do not need to worry about system setup At present, the tele-psychological counseling platform has successfully cooperated with 18 counseling offices in Taiwan Recognizing that AI companionship and housekeeping are important trends in telehealth care, Zcon Telehealth launched Taiwan's original AI health management robot, integrating hardware manufacturers with health management software services provided by Zcon Telehealth The service functions of the AI health management robot include the physiological measurement of Zcon Telehealth's Smart Care app combined with its own measuring equipment blood pressure meter, forehead thermometer, blood glucose meter, cloud storage of physiological measurement data and abnormal data notification, remote video monitoring, caregiver work reminders, medication reminders, and physiological data functions based on AI facial recognition The AI health management robot is mainly targeted at families with foreign caregivers Employers can set work item and time reminders on the Zcon Telehealth Smart Care app, such as accompanying elders for a walk, elders taking medicine, or taking photos while the elders are in bed The robot's screen or voice playback reminds foreign caregivers of work items when caring for the elderly When the foreign caregivers finish their work, they must tap the complete button on the robot's screen to indicate that the task was completed The AI health management robot can help employers effectively remotely track whether foreign caregivers have completed daily elder care tasks as scheduled In addition, employers can have video conversations with their elders through the app and the screen of the AI health management robot The screen can also display pictures of medicine to reduce the risk of elderly people taking the wrong medicine Bobby Pan said that "zero contact" has become an important hygiene behavior in the post-pandemic era Combined with telehealth care, Zcon Telehealth has launched AI facial recognition technology to detect physiological data, which is different from typical wearable devices in the market, such as smart watches or bracelets that use photoplethysmography PPG for contact-based physiological detection Zcon Telehealth uses remote photoplethysmography RPPG for facial detection This method extracts signals from the tiny periodic color changes in light reflected from the skin caused by heartbeat RPPG can be roughly described as a modified version of reflective PPG, in which ambient light replaces LED and a camera lens replaces the photoelectric detector Physiological data detection technology based on AI facial recognition uses contactless measurement to detect changes in facial blood flow through images This technology can simultaneously integrate measurement of blood pressure, blood oxygen, heart rate, heart rate variability HRV, and stress index Users only need to face a regular webcam or mobile phone lens for 5 seconds, and reference data of the five physiological indicators can be detected and displayed within 30 seconds The data can be viewed in Android, iOS, or web version This product can achieve convenient self-health management and measurement functions for those who frequently travel abroad, workers such as security guards, service providers such as taxi drivers, or migrant workers, replacing the inconvenience of carrying various physiological measurement equipment in the past Zcon Telehealth is the third company in the world to provide physiological data detection technology based on AI facial recognition The company has successfully applied for an invention patent due to the innovation of this technology and services AI facial recognition health management has successfully cooperated with the health management center of a hospital in Kaohsiung, and provides the center's members who download the app with self-health measurement services In addition to health examination centers, the AI facial recognition health management service also cooperates with domestic TV manufacturers to develop customized Android TV apps and integrate them into Internet-connected TVs to provide health measurement detection services Physiological data detection technology based on AI facial recognition can quickly measure and provide physiological data - Demonstration by Bobby Pan, founder and president of Zcon Telehealth Psychological consultation AI brainwave detection equipment to understand customers' mental health status in advance In terms of tele-psychological counseling platform services, Zcon Telehealth not only assisted counseling centers with developing new remote customer service channels during the pandemic, but also uses the UberPsycho app to quickly help customers match with psychological counseling centers that suit them It has also successfully provided value-added services that combine psychological counseling at counseling centers with AI brainwave equipment for brain health assessment through clinical verification It also obtained brain assessment and test reports, and then guided customers to appropriate psychologists for counseling "More than 23 million people in Taiwan receive psychological counseling services every year, and about 110 of them, or more than 230,000 people, need further psychiatric treatment" In addition, the psychologists have different clinical experience and judgment Bobby Pan pointed out that if psychological counseling can be combined with AI brainwave equipment for brain health assessment, and it can provide customers with the early prevention mechanisms of "mental health examination" and "psychological counseling" He believes that the company can quickly grasp the customer's mental state and prevent them from doing something they will regret With the support of the AI HUB project of the Industrial Development Bureau, Ministry of Economic Affairs, Zcon Telehealth cooperated with 5 counseling centers in field verification, providing the counseling centers with AI brain health assessment equipment The customer test report includes simple mental assessment, heart rhythm assessment, autonomic nervous system assessment, behavioral response assessment, brain health assessment, neurological response assessment, and brain emotion assessment In terms of breakthroughs in AI technology, Zcon Telehealth connects devices through a brain-computer interface for brain health assessment indicators, transmits physiological data, and uses a long-short-term memory model and convolutional neural network to analyze neural indicators It automatically generates a cognitive function assessment report through cloud services as the quantitative result of mental health examination This value-added service of the verified mental health examination solution has been actively expanded to all counseling centers in Taiwan through cooperating counseling centers In the future, the company will continue to cooperate with medical institutions and health examination centers to expand its business Psychological consultation AI brainwave detection equipment to determine mental health status in advance In terms of business model, physiological data detection technology based on AI facial recognition uses a non-binding payment mechanism Individuals or companies will receive AI blood oxygen detection cards provided by Zcon Telehealth, and scan the QRCode on the card using their mobile phones for unlimited self-health measurements within one month They only need to pay NT300 per month, which is quite affordable In addition, the fee for the telehealth care management platform is also very affordable at only NT100 for each account For the tele-psychological counseling platform, Zcon Telehealth signs annual contracts and bills customers on monthly basis The AI health management robot is provided for customers to buy out Looking towards the international market while based in Taiwan, developing diverse telehealth services From the perspective of Zcon Telehealth, how to successfully develop products, market them, and expand business opportunities has been a challenge since the company was founded Among them, the company's development of physiological data detection technology based on AI facial recognition was the most challenging Bobby Pan said that since there is no precedent in the industry, the only way was to go back to school to study Fortunately, he was admitted in a doctoral program two years ago and read countless foreign journals, which he then integrated into product design and development It took 2 years of hard work to achieve this result Zcon Telehealth is not only passionate about the development of AI-enhanced telehealth care services, but also believes that AI-based contactless physiological health measurement and data can provide people and care institutions with a more affordable, convenient, fast, and considerate health measurement option in the post-pandemic era In terms of business strategy, Bobby Pan hopes that recent promotion of the physiological data detection technology based on AI facial recognition will continue to increase market share and create cooperation opportunities with channels To this end, the SDK Software Development Kit developed by Zcon Telehealth allows any application owner to embed it into their solution, and can use the SDK to directly detect physiological data on Android or iOS devices It is also applicable to mobile phones, tablets, smart TVs, or smart health mirrors In the future, Zcon Telehealth will primarily target large-scale health companies for cooperation, and looks forward to finding more potential partners with the assistance of the Institute for Information Technology III In the past two years, Zcon Telehealth has actively expanded into the field of AI healthcare and maintained its leadership in AI facial recognition technology Facing the fiercely competitive AI healthcare industry, Bobby Pan said that Zcon Telehealth must plan ahead and will first provide physiological data detection technology based on AI facial recognition to charity and religious groups free of charge, in order to increase product visibility in the short-term In the mid-term, Zcon Telehealth will partner with large health companies, such as health examination centers, and utilize the big data collected through the cooperation to plan customized health products and services For long-term development, Zcon Telehealth plans to set up a branch in Texas, USA by the end of this year and establish local distribution channels It will actively expand business to emerging potential markets, such as Vietnam, the Middle East, and South America You can know what people look like but not what's going on inside Zcon Telehealth breaks through the traditional approach and uses AI facial recognition technology to detect multiple physiological data in 30 seconds, gaining insight into an individualrsquos current health condition, so that it can not only know what people look like, but also what's going on inside Bobby Pan said that it took years of hard work to complete the development of physiological data detection technology based on AI facial recognition Zcon Telehealth is looking towards international markets while it is based in Taiwan, and will develop diverse telehealth services Bobby Pan, founder and president of Zcon Telehealth

2022-08-30
【2022 Solutions】 Utilizing Extreme Present Tech's 4D Drone Cloud Platform Reduces Inspection Costs to One-Fifth

The use of drones for intelligent inspection is becoming increasingly common, with major petrochemical and solar power plants continuing to adopt drone applications Located in Hsinchu, Extreme Present Technology earthbook has established a 4D cloud platform using its proprietary technology, offering drone, software, and data analysis platform services for intelligent inspections at solar power and petrochemical plants, reducing the total cost to just one-fifth of traditional methods involving hardware and software purchases, and cutting down the time from one month to approximately 24 hours, making it highly cost-effective For petrochemical industry operators who are constantly in a high-temperature, high-pressure dangerous environment, the safety control and inspection of plant facilities are critical 'As long as we can enhance the capabilities of facility inspection and risk identification in petrochemical sites, resource input is absolutely not an issue,' said a petrochemical industry representative with emphasis By implementing the drone 4D AI inspection cloud platform, the efficiency and safety of facility inspections among petrochemical operators can be elevated, further reducing the risk of equipment downtime Founded in March 2018, Extreme Present Tech has become a consistent winner in domestic entrepreneurship competitions, including being crowned champion in the 2019 OPEN DATA Business Innovation Practice, selected into Microsoft's startup accelerator in 2020, chosen for NVIDIA's AI startup team in 2021, and its products have been launched on the Microsoft Azure platform, earning investments from the National Development Fund and major domestic groups, thereby securing strong market validation for its technical prowess and services The founder and CEO of Extreme Present Tech, Hsu Wei-Cheng, mentioned that at the beginning of its establishment, the company took on the national space center's satellite 3D photography scheduling system and specialized in the integration of geographic information into 3D images As drone hardware technologies matured, the company shifted its operations towards the drone market and combined it with AI image recognition systems to establish a 4D cloud DaaS platform, offering services including online aerial photography ordering DaaS, 5GAIoT cloud platform SaaS, and enterpriseAPI server software, to meet the demands of drones in smart cities, facility inspection, engineering management, disaster response, pollution monitoring, and other applications, maximizing the value of drone services Smart aerial inspection regularly tracks the health status of plant equipment at a glance The quantity and area of petrochemical plants in Taiwan are immense, lacking sufficient manpower for comprehensive equipment inspections Given that petrochemical plants produce high-temperature flammable and corrosive chemicals that must be transmitted and stored through pipelines and tanks, long-term risks like pipeline ruptures and tank blockages could lead to severe occupational safety disasters, equipment downtime, and production stagnation Given the shortfalls in personnel for equipment inspections among petrochemical operators, Extreme Tech has already implemented a 4D AI drone inspection cloud platform combined with AI image recognition technology in petrochemical plant areas, providing ground-breaking evidence through the use of drones and proprietary app software services that connect on-site aerial data collection to the cloud platform, achieving fully automated and real-time aerial monitoring of petrochemical plant equipment pipelines, tanks, and ensuring precise locations and angles for each aerial operation, effectively compensating for the discrepancy in human inspection Hsu Wei-Cheng pointed out that the inspection drones used in petrochemical plants are equipped with dual lenses, one visible light and the other thermal infrared, which allow for determining pipeline obstructions through temperature conditions, enabling clients to immediately view the inspection status of the plant area from remote locations via the earthbook website, enhancing clients' inspection efficiency and accuracy The 4D aerial data platform meets diverse applications such as smart cities, transportation, engineering management, and pollution monitoring DaaS Online Order-Use Model Innovates Aerial Photography Business Model Saving 15 Costs Apart from providing a 4D aerial data platform, Extreme Present Tech also offers DaaS Drone as a Service After customers place orders on the website, Extreme Present coordinates with professionally licensed aerial photographers to provide on-site services Customers can monitor real-time operations through the platform and quickly obtain aerial data to evaluate any abnormalities, enabling timely alerts Take the solar power plant monitoring service as an example Given that solar power plant areas are large and widely distributed, located in the remote Pingtung area with the headquarters in Taipei, for inspections of the Pingtung plant, the customer just needs to use the DaaS service model, directly order online and upload a map of the Pingtung plant, obtain a quote from the company, and then entrust local Pingtung pilots to perform aerial inspections of the solar power plant During the process, the drone's route is automatically calculated by AI to plan the flight path, and the aerial data is transmitted to the client's cloud account, allowing the Taipei headquarters clients to immediately see the inspection status of the solar power plant from the earthbook website such as the condition of the solar panels, dust detection, or abnormal heat generation from solar electromagnetism, effectively helping the customer significantly reduce operational costs and efficiently complete the solar power plant inspection service Introduction of DaaS online aerial photography service in petrochemical plants According to estimates, solar power plant clients often incur high personnel costs by purchasing drones or outsourcing aerial photography With the long-term provision of aerial photography devices and the DaaS business model by Extreme Present Tech, customers can save 45 of aerial photography costs, and obtain aerial inspection reports within 24 hours post-operation, helping clients efficiently identify issues with solar panels Aiming to become the largest aerial data service company and enter the Southeast Asian market Since its establishment in 2018, Extreme Present Tech has rapidly grown in the aerial photography market with innovative thinking, actively expanding its aerial data application services Currently focused on cultivating the Taiwan market, the company aims to enter Southeast Asian nations, with Indonesia chosen as the first stop due to its high demand for infrastructure Hsu Wei-Cheng hopes that earthbook becomes the world's largest aerial data service platform Besides completing the initial round of funding from the National Development Fund and major groups, to penetrate the international market, the company continuously improves its drone data services and AI technology innovations, while also requiring the assistance of entities like the Industrial Technology Research Institute to find strategic investors that complement the company, fulfilling its goal of becoming an international aerial data corporation in phases Founder and CEO of Extreme Present Tech, Hsu Wei-Cheng「Translated content is generated by ChatGPT and is for reference only Translation date:2024-05-19」

2022-09-15
【2021 Solutions】 Action Bagel makes AI as simple and efficient as Excel to improve data analysis capabilities

What is AutoML automated machine learning and how is it different from ML traditional data analysis It needs further clarification first Traditional machine learning must go through data cleaning, data pre-processing, feature engineering, feature selection, algorithm selection, model establishment, model training, parameter adjustment, and then evaluation results to produce model applications During the process, if there is a problem with the parameters, the algorithm must be re-selected, the model must be re-established, etc, and the process must be repeated hundreds of times If new information becomes available, all steps must be repeated Through automated machine learning, the output process of model application only needs to go through the automation of four major steps data cleaning, feature engineering, data modeling and model evaluation to achieve model application Even if new data needs to be collected, it can be achieved through Automated machine learning is achieved, saving time and effort Comparison between ML and AutoML Source Action Bagel Co, Ltd AutoML is a program that can automate the time-consuming and repetitive work in machine learning model development This allows small and medium-sized enterprises that relatively lack AI talents to create their own customized machine learning models In recent years, major international companies have rushed into this market, including Cloud AutoML released by Google in 2018, and AutoPilot launched by cloud computing leader AWS in 2019 AutoML has become a standard feature of mainstream learning services, from web-based interfaces to free Program development and workflow visual management, etc, service development is becoming more and more diversified MoBagel is a professional team composed of top data scientists, engineers, and product project managers The team members come from prestigious universities around the world, including Stanford, Berkeley, Oxford, and National Taiwan University in the United States They also have experience in Selected to participate in Silicon Valley's well-known accelerator 500 Startup, selected to participate in Japan's SoftBank Innovation Program, and also won a name in Nokia's Open Innovation Challenge Mobile Bagel Decanter AI platform shortens the analysis project from two months to two days Mobile specializes in data science and machine learning technology In 2016, it developed the automated machine learning analysis tool Decanter AI So far, it has helped more than 100 companies introduce AI into important decisions, and the analysis project has been shortened from two months to Two days The fields served include retail, telecommunications, manufacturing, finance and other industries Lin Yushen, deputy general manager of Action Bagel Co, Ltd, said that Decanter AI makes AI as simple and efficient as Excel, which can improve enterprise data analysis productivity Users do not need to have in-depth professional knowledge and experience Through a simple super-operating interface, they can perform automated machine learning for data analysis and prediction There are three simple steps to use Decanter AI Step 1 Organize the data into csv format Step 2 Upload to DecanterAI to set prediction goals Step 3 Decanter AI automatically models and obtains prediction results The deployment method can be in the public cloud or in the private cloud of the enterprise After the internal data is uploaded, it can be modeled and used DecanterAI uses three steps, simple and convenient The advantage of AutoML is that it can automatically train a large number of models, adjust parameters, produce the best model, and quickly deploy and import it After the new coronavirus COVID-19 epidemic, all walks of life are facing new market changes and must Transform digitally with fast and convenient digital tools In recent years, Action Bagel has continued to promote the optimization of the DecanterAI platform and establish industrial data modeling and analysis capabilities, and has produced substantial results For example, Chunghwa Telecom uses its platform to conduct blind tests on code-carrying customers and perform data analysis to effectively reduce user churn rates and improve customer retention rates As a leading domestic food manufacturer, due to the expiration date of drinks and the production and sales of the cold chain, it must be fully integrated to reduce inventory and loss problems After importing the DecanterAI platform, in addition to accurately predicting market demand, it can also accurately predict market demand based on expiration date data Analyzing production and distribution quantities can also help reduce warehousing and logistics costs AutoML industry has diverse and extensive applications and great potential for future development Action Bagel believes that AutoML has a wide range of industrial applications, including employee turnover prediction, production demand prediction and revenue performance prediction that are troubled by the manufacturing industry store passenger flow prediction, product replenishment prediction, membership prediction in the smart retail industry Promotional forecasting customer churn forecasting and potential customer list forecasting in the telecommunications industry accurate financial marketing, credit card fraud detection and insurance application quick review in the financial industry and even real estate price forecasting, power outage disaster forecasting, etc are all helpful To solve the operating difficulties of the industry and create new business models AutoML has diverse industrial applications, covering manufacturing, retail, finance and other industries Source Action Bagel Co, Ltd How much time and preparation does it take to import AutoML Lin Yushen said that in actual practice, the introduction process of automated machine learning enterprises includes four major stages 1 Preparation period Collaborate with enterprises to discuss business pain points, help define analysis propositions, and provide professional data science advice and optimal solutions, lasting about two weeks 2 Verification period Use a small-scale pilot project to quickly verify the analysis results to ensure proposition setting, data quality, analysis process, prediction technology, etc, as the basis for subsequent practical application and amplification It takes three weeks 3 Introduction period Support cloud or local product deployment according to enterprise needs Provide operation and maintenance teaching, Help Center, data analysis consulting, corporate training courses and other product introduction services, which will take more than one month 4 Application period Analysisdata teams can execute various AI projects through the product's common interface and implement them quickly The prediction engine can be connected through the API to develop application modules according to practical scenarios This is the final stage of application and is time-consuming and can take up to several months However, Action Bagel conducts a system integration project process with its SI partners The SI partners discuss business propositions and provide data sets, and then conduct data health checks and Baseline models Based on this, Action Bagel provides data diagnosis reports After confirming the pilot project proposition and producing a demand planning document, the project execution phase begins, with model establishment, optimization and analysis reports provided System integration with SI industry players, on the one hand, optimizes module development, and on the other hand, uses APIs to connect data sources and output prediction results, import them into the enterprise's field, and effectively solve the propositions faced by enterprises in digital transformation Looking forward to the future, Decanter AI platform will continue to develop various AI innovative application services, and cooperate with the upstream, midstream and downstream industries such as enterprise resource planning ERP, customer relationship management CRM, business analysis BI and e-commerce platforms EC and other partners maximize the benefits of the ecosystem through co-creation, sharing and altruism This article is derived from the selected content of "AI Engineering Online Small Gathering"「Translated content is generated by ChatGPT and is for reference only Translation date:2024-05-19」

2021-08-03

Records of Solutions

【解決方案】一秒鐘了解全球新冠肺炎疫情 聊天機器人成為抗疫利器
【2020 Solutions】 Understand the global COVID-19 epidemic in one second. Chatbots become a weapon in the fight against the epidemic.

On January 23, 2020, Wuhan, the birthplace of the new coronavirus commonly known as Wuhan pneumonia, was closed On January 27, Taiwan’s first new coronavirus epidemic chatbot platform was established, providing immediate information to the government, NGOs and small and medium-sized enterprises with less than 30 people Free to use to stay informed Through the combination of APIs, information can be automatically updated to ensure that when users want to know information about the epidemic, they can obtain the latest and correct epidemic information, respond to the development of the epidemic early, and effectively reduce the spread of infection In order to combat the new coronavirus epidemic, software giant Microsoft Microsoft is currently working with the Centers for Disease Control and Prevention CDC and some large healthcare providers to deploy a chatbot to help In response to the COVID-19 virus, GoSky has also joined Facebook's global government cooperation program to provide chatbot construction services to assist government public health departments and other units in fighting the epidemic Global chatbot output value will reach US125 billion in 2025 GoSky has observed that many companies have also been greatly affected by the epidemic In order to prevent the epidemic, most people and companies have implemented home-based epidemic prevention and remote working policies Now that offline sales have dropped significantly, GoSky has independently expanded the epidemic prevention project to small and medium-sized enterprises with less than 30 employees According to a Grand View Research report, the global chatbot market will grow at a compound growth rate of 243 from 2017 to 2025, reaching an output value of US125 billion in 2025 In addition, according to estimates by Gartner, an international research consultancy, by 2021, more than 50 of companies will invest more in chatbots Chatbots than traditional apps each year Chatbot technology is becoming more and more mature, and GoSky believes that Chatbot is the next app Chatbot will be the next app Chat robot diagram GoSky, a technology company founded in March 2018, is the world's largest chat robot platform More than 46 of the world's chat robots are built on its platform, providing one-stop chat robots and digital marketing Weiquanlong, Yanik, Born Night Show, Uber Eats, etc are all its customers, and the service industry covers the news media, department store industry, express delivery industry, etc At the end of 2019, Wuhan pneumonia new coronavirus broke out in China The Taiwan government announced the establishment of a central epidemic command center at the end of December 2020 and screened overseas passengers GoSky realized that "the spread of epidemic information is faster than the spread of the epidemic, and there is an opportunity to significantly reduce the impact of the epidemic" After a quick discussion with the team, GoSky decided to use the technology and experience of making chatbots in the past to integrate Johns Hopkins University, USA The CSSE Center for Systems Science and Engineering at Hopkins University opened the source code of the Global Epidemic Information System, WHO, the US CDC, the Taiwan Disease Control and Prevention Agency and other agencies released epidemic data On January 27, 2020, the third day of the Lunar New Year, it took a day In the evening, we deployed ahead of schedule to complete the production of the Wuhan Pneumonia Chatbot Chatbot helps control the global epidemic GoSky Marketing Manager Jiang Yanzhou said that the Wuhan Pneumonia Chatbot initially has several functions 1 Real-time data on the global epidemic, including the number of confirmed, recovered, and dead people around the world statistics on the number of confirmed, recovered, and dead people in Taiwan 2 Combined with Google search engine , query real-time news related to Wuhan pneumonia, integrating the latest news from Wikipedia, BBC News Network, China Dragon TV and major domestic news channels 3 One-click dial 1922 epidemic prevention hotline, providing a more direct inquiry channel and providing users with faster Contact the Centers for Disease Control 4 Add it to the desktop with one click, allowing users to follow the development of the epidemic at any time without downloading or occupying mobile phone capacity In the past few weeks, if you want to track the current situation of the epidemic, you have to search through Google, Information can only be obtained by focusing on comprehensive comparisons of major news However, through this chat machine, users can grasp the latest situation anytime, anywhere and in real time, which has a positive impact on the public's understanding of the epidemic New Coronavirus Information Page In the second phase in early February, we joined in the promotion of public health knowledge and cooperated with ICU doctor Dr Chen Zhijin to make the correct knowledge about the use of masks into a lazy bag and added it to the chat robot to help the rapid dissemination of correct public health knowledge At the same time, a mask map was established After the government announced the real-name system for purchasing masks, the open database of the National Health Insurance Bureau was quickly integrated, and information from local health insurance cooperative pharmacies was made into a mask map function Users can click to check the county, city and region to see the real-time mask inventory status in the area Click the button below to open Google Map for users to check the location of the pharmacy for convenient purchase Jiang Yanzhou pointed out that the cloud update feature of the chatbot makes information collection and transmission faster Through the combination of APIs, information can be automatically updated to ensure that when users want to know information related to the epidemic, they can get it The latest and correct epidemic information can respond to the development of the epidemic early and effectively reduce the spread of infection Compared with previous apps, chatbots are built on social communication software There is no need to download additional mobile apps, which greatly reduces the entry barrier for users You can obtain chatbot services by clicking on the link or scanning the QR Code Correct information can also be integrated into the chatbot, allowing users to search at any time At a time when the epidemic information is abundant and complex, it can effectively reduce the impact of false news and ensure the effective delivery of correct information Solution Understand the global COVID-19 epidemic in one second, chatbots become a weapon in the fight against the epidemic New Coronavirus Global Epidemic Information Page NLP technology provides a better interactive experience GoSky is committed to NLP natural semantic analysis technology and builds a database to record user preferences Through machine learning, it understands each user's interaction mode, provides a better interactive process experience, and can also provide customized services for consumers personal service The basic functions of the chatbot are customer service and automatic replies It can share the workload of brand fan page managers editors and help consumers obtain relevant business information more quickly As the new coronavirus continues to spread, according to statistics released by Facebook, the number of messages in areas with severe epidemics has increased by 50 compared with the same period, and users' usage time has doubled This also means that offline During the extraordinary period of declining sales, consumers' demand for online information has increased Through chatbots, customer lists can be collected, allowing companies to better understand consumer preferences and related information, and helping companies quickly resume operations after the epidemic In the future, GoSky will take advantage of chat robots, integrate software and hardware equipment, and develop in the direction of AIoT It is estimated that AIoT products will be launched in mid-2020, so that chat robots will no longer be limited to mobile phone applications Chatbots built on Messenger, which do not occupy mobile phone capacity, are updated in the cloud, and have high opening rates, will be the focus of enterprise development GoSky will focus on the all-round application of chat robots and strive to create a mobile life application ecosystem GoSky team builds a chatbot for the new coronavirus epidemic 「Translated content is generated by ChatGPT and is for reference only Translation date:2024-05-19」

【解決方案】隨時量體溫、防趴趴走,AI助武漢病毒隔離一臂之力
【2020 Solutions】 Always Measure Temperature, Prevent Wandering, AI Helps with Wuhan Virus Isolation

As the novel coronavirus epidemic continues to spread, the number of quarantined and isolated individuals steadily increases, becoming an 'unbearable weight' for managers SITU Technology, along with Myte Electronics, Ai Micro Science, and String Cloud Technology, have collectively developed a 'Home Isolation Personal Location Tracking System' for COVID-19, addressing the issues of isolated individuals wandering and holes in epidemic tracking On the afternoon of February 12, 2020, as the novel coronavirus epidemic continued unabated, home-isolated individuals were seen wandering around, causing widespread alarm, with anxious faces hidden beneath white masks A 'Public Cloud Location and Monitoring Seminar' held in Taipei unexpectedly helped forge a significant epidemic prevention coalition Formed by a coalition of established and startup companies including SITU Technology, Myte Electronics, Ai Micro Science, and String Cloud Technology, they introduced the COVID-19 'Home Isolation Personal Location Tracking System' In the abodes of those quarantined, whether in centralized isolation spots or home setups with temperature monitoring platforms, an automated reporting process alerts immediately if abnormalities are detected, significantly reducing the burden on epidemic staff and preventing quarantined individuals from easily leaving their premises, thus plugging the gaps in epidemic tracking Home Isolation Temperature Care System Architecture Diagram Home Isolation Wandering, Epidemic Phones Not Enough As the number of confirmed cases of the coronavirus rises, in order to effectively prevent community transmission, the Central Epidemic Command Center has specified that all entrants must undergo individual home isolation, home quarantine, and self-health management those in home isolation and quarantine must rest at home for 14 days and must not go out, during which community leaders and police officers should ensure at least two temperature checks daily However, as the epidemic intensifies and the number of people requiring a 14-day home quarantine skyrockets, there is a dire shortage of equipment and personnel This includes 2,000 location monitoring phones provided by the government being insufficient additionally, the limited number of epidemic personnel face increasing work pressure, urgently necessitating the use of technological tools to aid the situation Shih-Juan Lin, founder and CEO of SITU Technology, explains that the COVID-19 'Home Isolation Personal Location Tracking System' is divided into hardware and software components The hardware includes a temperature patch from Ai Micro Science and an unlimited location tracking device USB receiver provided by String Cloud Technology The patch, which must be placed in the armpit of the quarantined individual, is capable of measuring temperature 24 hours a day the receiver uploads temperature and location data to the SITU Technology's cloud positioning engine This data is analyzed to track temperature trends and accurately predicts the likelihood of diagnosis Home Isolation Temperature Care System Comparison Chart Temperature Measurement Indoor Positioning System Reduces the Likelihood of Community Infections SITU Technology was officially established in 2015, with co-founders from various fields including indoor positioning, robotic platforms, imaging graphics, machine learning, and cloud computing Shih-Juan Lin states that the unified epidemic phone GPS systems, whether used for centralized quarantine, centralized isolation, home quarantine, or home isolation, have two drawbacks the resolution is too high and they cannot track vertical movements, meaning that they cannot detect movements from one floor to another, or from one room to another, which greatly increases the potential for community transmission Compared to traditional methods, SITU Technology's positioning sensing system uses various devices, including optical lenses, LIDAR, and ultrasound, to sense wireless signals at each point like an indoor Google car, accumulating extensive and comprehensive data to build an accurate floor plan Simply said, by crossing-comparing wireless signals received by multiple indoor receivers and using AI deep learning, the positioning can break through spatial restrictions and achieve greater accuracy In addition to precise positioning, by analyzing the mobility tracks of isolated individuals and groups and tracking their contact history, it is further possible to grasp the virus transmission routes, offer early warnings, and avoid community infections On the management side, computers and large electronic displays can observe the temperature, battery usage, and signal strength of the group patches isolated individuals Once it is detected that an isolator has left their designated location, an automatic alarm signal is immediately triggered, allowing management personnel to take immediate action On the other hand, isolators can also record their own temperature changes on their phones, and in the event of an abnormal situation, they can immediately notify the quarantine unit for further checks Epidemic Platform Diagram This system was conceived and formed on February 12, and within just over a month, has been empirically tested in centralized isolation facilities in Taipei City and New Taipei City of around 50-bed scale, with effective implementation In the future, there is the potential to expand to factories, offices, and other larger scale, high-risk areas for temperature management After the epidemic, this system can also be expanded for use in emergency rooms, maternity wards, postpartum centers, and long-term care institutions Isolator's Temperature Management Interface Amid the ongoing global epidemic, the COVID-19 'Home Isolation Personal Location Tracking System' may have the opportunity to be exported overseas, becoming a global market aide for home isolation and medical quarantine SITU Technology Team「Translated content is generated by ChatGPT and is for reference only Translation date:2024-05-19」

【解決方案】零次方科技打造「無憂工廠」
【2020 Solutions】 ZeroDimension Tech Creates "Worry-free Factory"

"Good technologies and applications must be developed outward to serve society" The initial group of people followed the professor's footsteps in the laboratory to study popular contemporary technologies and applications Shu-Fan Lin, CEO of ZeroDimension Tech Co, Ltd, believes that the implementation of AI in work reporting not only helps companies achieve an unmanned factory, but goes a step further to achieve a worry-free factory AI IoT tradition to the future Learning AI technology with Professor Chou at Tunghai University and often going to factories for observation and internships made Shu-Fan Lin realize "Why not try to solve it using AI or IoT" He noticed the pain points on site and hoped to use new methods and new technologies to solve existing problems, working with customers to find different solutions that are consistent with on-site operating models and improve past defects This is the origin of ZeroDimension Tech In the past, on the production line, data basically relied on manual writing, but now using machine vision recognition, data that could only be copied with pen and paper in the past can now be recorded first-hand on-site through lenses and mobile devices and sent back to the situation room in real time The status and problems of various indicators, such as efficiency, utilization rate, and OEE, in each factory are reported in real-time, forming a highly integrated system AI work reporting system improves data collection efficiency by 10 times Shu-Fan Lin said that the recovery and processing of on-site production information is a major pain point due to oil contamination on paper and the difficulty of recognizing handwriting on reports filled out by on-site workers At present, ZeroDimension Tech's AI work reporting system is being introduced into mechanical forging plants, using visual recognition methods to identify counters and workpieces and report work, improving the efficiency of information collection In addition, manual filling of reports has been converted to work reporting on tablet PCs, which greatly reduces the difficulty of information collection The collection of information in the traditional 3K dangerous, hard, dirty factory environment is a big problem From the collection and integration of production information to the generation of the final report, it will take one hour at the fastest or as slow as two to three days using manpower The development of digitization and AI can increase the frequency of information collection to once a minute Depending on the amount of information, reports can be generated in about 5 minutes and provide the latest information, improving efficiency by about 10 times AI work reporting system In the current stage, the AI work reporting system can be applied to aspects of factory production and on-site, and AI can be applied to counter recognition, work piece recognition, and facial recognition for work reporting At present, more AI applications and AI work reporting systems are being integrated to create a friendly and intelligent user experience, thereby reducing the workload of on-site operators and gradually making the site paperless Clear information collection improves the speed of decision-making by senior managers in the situation room ZeroDimension Techrsquos future development plan is to simultaneously improve the production capacity and efficiency of companies As for the difficulties and challenges encountered during the development process, Shu-Fan Lin pointed out that although machine vision is able to record and store on-site images, the large amount of dust in the environment on site can easily cause inconvenience in photographing images The dust and stains had to be removed from time to time to store clear images for recognition It is hard to overcome technical problems of the environment and is a goal that the company must towards in the future

【解決方案】端點科技導入影像品質監控系統 高品質影音僅需花十分之一成本
【2020 Solutions】 Point Media Technologies Introduces Image Quality Monitoring System for High Quality Images at Only One-tenth of the Cost

Video surveillance products generally only provide a black screen for comparison Whether an image has mosaic or snowflakes can be determined by using the xception model for image quality monitoring, and the application of AI for determination allows the product to stand out Implementation of smart identification to monitor streaming in real time Point Media Technologies is a company that specializes in the development and manufacturing of video streaming products, and has achieved good results in the radio, television, and OTT fields The start-up coincided with the transition from analogue to digital television in Taiwan in 2013 Taiwanrsquos radio and television industry has always used foreign products, and not many products were developed by Taiwan This market gap led to the establishment of Point Media Technologies Video surveillance products generally only provide a black screen, video without audio, and audio without video, providing real-time images for determining mosaic Whether an image has mosaic or snowflakes can be determined by using the xception model for image quality monitoring, and the application of AI for determination allows the product to stand out Illustration of viewing audiovisual products Image quality monitoring can be used in audiovisual transmission to assist in quality monitoring At present, channel transmission operators use three methods are used for audiovisual transmission satellite, data line and Internet public network transmission The audiovisual transmission process goes through many encoding and decoding devices The operation process of these devices may cause damage to the image In the past, poor signal quality was only discovered after outputting images to the user end The inspection and repair process also takes a lot of time, resulting in poor viewing performance Due to the low cost of using AI for determining image quality, it can monitor each audiovisual node Once the system detects an error signal, it can notify the engineer immediately to deal with it, reducing the processing time and is better able to improve user satisfaction with the viewing experience High-quality audiovisual effects at only one-tenth the cost To achieve the high image quality required by radio and television, it often costs up to NT1 million to purchase related equipment After the introduction of AI technology, the cost is only NT100,000, which is only about one-tenth of the cost The AI audiovisual determination module has a multi-screen monitoring system After commercial verification, this AI image quality determination module is able to assist automated monitoring and improve the quality of audiovisual transmission If this AI module program is applied to a microcomputer, it will be more convenient to introduce it to various user units All radio and television, OTT, and live streaming operators can use this system to meet their automated monitoring needs The AI module can detect image problems with an accuracy of about 96, allowing problems to be quickly detected and resolved System architecture chart Channel transmission operators are responsible for the reception and transmission of dozens of channel signals in Taiwan The audiovisual signals received will be transmitted to various cable TV and OTT platforms in Taiwan Since each channel needs to be transmitted to many nodes, the TV wall in the monitoring center is full of TV signals Manual monitoring is imperfect, resulting in line abnormalities and unstable signal quality, which in turn affects the viewersrsquo rights After introducing the system, the image quality monitoring system replaces manual monitoring and immediately reports any abnormalities in the image, greatly improving the quality of audiovisual transmission Dual mode error event examination Point Media Technologies stated that the system is currently only able to monitor defects, snowflakes, mosaic noise, gap compensation, and jitter It is not yet able to automatically adjust quality, which will be the greatest challenge for future monitoring systems

【解決方案】BRISE AI抗敏天使 防疫抗敏守護用戶安全
【2020 Solutions】 BRISE AI Anti-Allergy Angel - Protecting Users' Safety during the Pandemic

As the COVID-19 pandemic continues to spread globally, confirmed cases and deaths are steadily climbing, causing widespread alarm The Taiwanese company Aivetech accidentally became a market sensation with its 'BRISE AI Anti-Allergy Angel' air purifier, originally launched to combat influenza and enterovirus, achieving rapid sales and going out of stock within less than three months, sweeping up 3-4,000 units off the market 'We didn't expect the epidemic to escalate so rapidly we initially just hoped to alleviate the difficulties of allergic families in Taiwan, and also purify influenza and enterovirus We wanted the BRISE AI Anti-Allergy Angel to be a guardian of family health, but the spread of the coronavirus unexpectedly boosted our popularity,' said Tsai Cheng-Chia, director of product and market development at Aivetech, in an urgent tone Aivetech, founded in 2013, transformed into a specialist in air detectors and air purifiers four years ago With many domestic and international brands in the market, Aivetech aimed to integrate artificial intelligence AI into its air purifiers, advancing towards becoming an AIoT Artificial Intelligence Internet of Things specialist manufacturer The purification rates of H1N1 and enterovirus reach 9999 Since early 2019, Aivetech has actively invested in the development of software and hardware for AI air purification In terms of hardware, the BRISE C360 can detect 7 types of air values PM 03 10 25 10 concentrations, harmful gases, temperaturehumidity, etc Most importantly, Aivetech spent half a year obtaining a test report from the P3 Laboratory-Guangzhou Institute of Microbiology that show high purification rates of 9999 for both the H1N1 influenza virus and EV71 enterovirus Regarding the currently prevalent new virus strain, Tsai Cheng-Chia mentioned that the strain has not been made public yet, so the labs are unable to test it However, for epidemic control, Aivetech is taking a dual approach on one hand, by connecting to the 'weekly nationwide clinic visits data' from the Disease Control Department to analyze big data during epidemic peaks, accelerating air purifiers during high transmission periods to filter out germs on the other hand, by enhancing the sterilization functions of special filters to help effectively control the epidemic BRISE AI Anti-Allergy Angel connects to open data from the Disease Control Department Tsai Cheng-Chia, product and market development director at Aivetech The BRISE AI Anti-Allergy Angel system has sensors installed both in the air detector and the air purifier, detecting indoor and outdoor temperature, humidity, and organic compounds, while also connecting to data from the Central Weather Bureau and the Environmental Protection Agency on climate, temperature, humidity, and PM25 air pollution Every 10 seconds, a piece of data is sent out, collecting various data and uploading it to the cloud system At the same time, using positioning systems, no matter in which district the air purifier and other devices are located, their temperature, humidity, and air quality can be clearly monitored Anti-Allergy Angel system fully protects the health of children Aivetech stores the collected data in the system and prompts users through the mobile APP, asking about the temperature, humidity, and PM25 levels that trigger allergic symptoms like sneezing, runny nose, and itchy eyes in family members with allergies, such as allergic children By using AI deep learning, it fully captures the environmental factors that induce allergic responses, whether due to a significant indoor-outdoor temperature difference or poor air quality By collaborating with nearby community clinics, including otolaryngology, family medicine, and pediatric allergy immunology specialists, data is provided to the community clinics, enabling parents and doctors to understand allergens and protect children's health holistically Currently, 8,000 allergy-affected families in Taiwan have adopted the BRISE Anti-Allergy Angel, and over 300 medical institutions use BRISE air purifiers BRISE AI Anti-Allergy Angel system Tsai Cheng-Chia states that BRISE is the world's first AI-driven air purifier, unlike regular air purifiers, it automatically learns the habits of its users, providing the most personalized clean air service, integrated with real-time chat services on mobile apps for more accurate anti-allergy and epidemic prevention services While air purifiers can block or kill airborne microorganisms and germs, they are ineffective against viruses and bacteria that land on surfaces Aivetech plans to launch a sterilization and deodorization machine in the second quarter of 2020, using short-wavelength ultraviolet light combined with a special catalyst formula to break down air molecules, reducing the activity of hydroxyl radicals and naturally achieving sterilization and deodorization The catalyst formula coating on the machine's equipment can last for 2-3 years without degradation Aivetech's team comprises professional physicians, environmental control experts, and AI technology specialists, collaboratively developing precise sensing and monitoring technologies for the home environment amidst the ongoing severe epidemic, continuing to contribute to the nation's health「Translated content is generated by ChatGPT and is for reference only Translation date:2024-05-19」

這是一張圖片。 This is a picture.
【2020 Solutions】 Info-Link Services Etablishes Taiwan's First Lettuce Pest and Disease Early Warning System

Yunlin County Mailiao Fruits amp Vegetable Cooperation - Taiwan Lettuce Village, located in Yunlin Mailiao, is a legend of green gold on the banks of Zhuoshui River Every lettuce creates huge business opportunities for Mailiao Township with annual export value exceeding NT100 million By combining AI computing technology under the digital management model, Taiwan's first early warning system for lettuce pests and diseases was established to reduce the number of times pesticides are sprayed and greatly improve the quality of vegetables Lettuce garden by Zhuoshui River Mailiao Township is an extremely important place that produces vegetables for domestic sales and exports, and the main source of supply is Taiwan Lettuce Village, which covers an area of more than 300 akkers Under the efforts of farmers, the annual output is about 12,000 metric tons, in which 80 of is exported The remaining amount is sold domestically Lettuce has become an important export agricultural product of Taiwan Although the goal of Taiwan Lettuce Village is planned production according to purchase orders, there has been constant pressure from unstable production and quality due to unstable climate in the past few years Therefore, Taiwan Lettuce Village established the first lettuce pest and disease early warning system in Taiwan with the assistance of Info-Link Services Combined with smart equipment in the field and mobile monitoring software, field management can be carried out and warnings can be received at any time, allowing managers to quickly respond and reduce potential losses Green Miracles Cultivated by Intelligent Agriculture The smart agricultural cultivation management system developed by Info-Link Services has three major functions "achieving crop yield prediction," "real-time warning of crop diseases," and "accurate smart prediction" Mobile phone field reporting AIHUB01The database of Taiwan Lettuce Village has a total of 28,702 cultivation records, and has produced significant benefits It not only increased manpower efficiency by 50, but also reduced the number of times pesticides was sprayed per period from 3 to 1 It also reduced costs such as fertilizer on average, costs were reduced by about NT10,000 per hectare At the same time, field work that was originally completely manual carried out was reduced to only requiring 20 manual operations, and 80 of the operations were replaced by information systems, greatly reducing manual operation costs Description of Benefits to Taiwan Lettuce Village AIHUB02Info-Link Services has completed the database of Mailiao Fruits amp Vegetable Cooperation, and also completed the crop yield prediction and disease prevention and early warning system, allowing vegetable farmers to make inquiries and reports on-site with their mobile phones Decisions on harvesting and prevention measures are made based on the data provided Early warnings for the prevention of disease can also significantly improve the use of fertilizer and pesticides by farmers solely based on feeling The lower frequency of pesticide use improves the overall quality of the ecological environment, and at the same time ensures the food safety of consumers

【解決方案】雲守護人體骨幹分析技術 準確辨識「人」的影像
【2020 Solutions】 Cloud Guardian's Spinal Analysis Technology Accurately Identifies 'Human' Images

Due to more feature points on the human skeleton than the face, Beseye can first capture more features for recognition, thus accuracy is 30 higher than companies that only recognize faces Additionally, Beseye can also deeply analyze human behaviors, such as falling, violence, shopping, etc Human spine analysis technology is 30 more accurate Traffic accidents happen almost every day, with railroad crossing accidents being the most severe Cloud Guardian has launched an AI video analysis platform that analyzes 'human behavior' through various AI analyses, effectively preventing traffic accidents and can also be applied in any venue with human presence Beseye’s AI video analysis platform is based on deep learning AI, accurately identifying 'human' images Cloud Guardian is a technology company specializing in AI security camera analysis services, providing automated security analysis and protection When applied in stores, it can also help analyze customer distribution, achieving savings in labor monitoring cameras and time costs Insight into customer flow, demographic, and consumer behavior with deep data analysis A key aspect of this AI analysis system is the use of Beseye's 'AI Video Analysis Platform', the core technology being deep learning-based human spine analysis technology Skeleton-Print Technology, which can deeply analyze various human behaviors Its accuracy is 30 higher than general face recognition AI engines available on the market Wherever there are people, Beseye guards you Beseye's 'AI Video Analysis Platform' primarily offers three major services First is 'AI-based Human Detection', which, as the name implies, when an intruder is detected, the system automatically sends a push notification, so the user does not need to constantly watch the video feed, but can easily grasp the real-time dynamics of the area Next is 'AI-based Characteristics Analysis', which actively sends a notification when an unfamiliar person is detected If applied in stores, it can also exploit intelligent commercial reporting features to know detailed customer and consumption behaviors, allowing stores to make corresponding sales strategies Finally, 'AI-based Behavior and Posture Analysis', by analyzing human posture, understands which products in the store have higher interaction rates, for example, observing the customer staying longer in front of a certain counter can determine product hotspots Of course, Beseye's 'AI Video Analysis Platform' is not only applicable in shopping centers, almost any public place you can imagine can use it As mentioned in the first section regarding the railroad crossing scenario, simply install surveillance equipment that supports AI analysis at the intersection, paired with designated analysis software It can accurately identify human features and actions within 50 meters As a train approaches, if someone tries to cross the track, the system will immediately detect the person’s age, gender, and mobility state If they are using a cane or wheelchair which causes slow movement, the system will display a risk index Once the situation becomes dangerous, it will immediately notify the control center and station staff, allowing them to handle the situation in real time, thus preventing accidents or track-laying suicides Detecting dangerous events in traffic areas If this artificial intelligence video analysis is applied in hospitals or long-term care centers, through Beseye's proprietary human spine analysis technology, it can detect whether an elderly or patient has fallen, similarly notifying medical staff or emergency contacts in the first moment, minimizing the incidence of accidents and providing a safer environment for the elderly From analyzing shopping mall consumer behaviors to elderly home care, the use of imaging analysis expands the application of diverse venues Human spinal analysis when falling Cloud Guardian is now collaborating with Japan Tokyu Railways in the railway crossing safety system, and with the world's top three mobile brands in flagship stores across Taiwan, as well as major Taiwanese malls and telecommunication companies like Chunghwa Telecom and Far EasTone The services adopted are Cloud Guardian’s AI camera security and business analysis besides shops, traffic, and hospitals, they can also be used in banks, factories, schools, and homes Wherever there are people, Cloud Guardian is actively guarding, which is also the company's main purpose「Translated content is generated by ChatGPT and is for reference only Translation date:2024-05-19」

這是一張圖片。 This is a picture.
【2020 Solutions】 5Voxel's New 3D Facial Recognition AI Control Application has Entered the Supply Chain of Major International Manufacturers

Although there are many facial recognition access control products in the market, it is common problem of not being able to find features when there is insufficient light, when using photos for testing, or when using a mask for testing This has resulted in many security loopholes in using facial recognition for access control The proprietary 3D facial recognition developed by 5Voxel can increase the accuracy to 99, making it the best partner for access control equipment manufacturers to enter the international market Current technologies have many security loopholes, 3D facial recognition has extensive applications 5Voxel is committed to the development of proprietary 3D Camera software and hardware, and has 3D image processing, bottom-layer network firmware, and embedded hardware technologies The current mainstream RGB image recognition system in access control systems has many shortcomings, such as passive reception and requiring sufficient lighting Otherwise, it will can easily be limited by the lighting and will not be able to perform effective recognition Therefore, in a darkroom or when there is not much difference in the image with the adjacent area, features cannot be obtained and the facial recognition system will be "useless" In addition, conventional facial recognition access control systems cannot stop someone who intentionally uses a photo or mask to gain access Therefore, the market urgently needs a total solution for access control Capturing facial depth features so there is no where to hide 5Voxel uses proprietary 3D technology to capture multiple facial depth features, and can complete facial recognition without being affected by lighting The current mainstream technology in the market is Face This technology only has 2D image recognition, which has many security loopholes, and needs to capture actual images of faces 3D facial recognition technology will more easily be adopted in fields with high sensitivity and high privacy concerns This new 3D facial recognition AI control application adds a reliable biometric mechanism, without the need for additional carriers, and without the concerns of identity theft when using credit cards or fingerprint recognition In addition, 5Voxel's proprietary technology was completely developed domestically and is not limited by Apple Face ID technology It has developed a total solution for access control, and provides applications other than mobile phones, including access control, smart door locks, and electronic payment 5Voxel is currently working with major domestic access control equipment manufacturers, and has accumulated access data of more than 20,000 personnel to improve the model's accuracy 5Voxel combines its proprietary technology with products, which not only optimizes the accuracy of its technology, but also improves the practicality and value of products Therefore, the subsequent derived benefits and diffusion has attracted NEC manufacturers, and will also adopt the same solution as Intel In addition, the solution can also be applied to medical institutions and nursing institutions with high privacy requirements, providing new control solutions and early warning systems that fully utilize facial recognition systems nbsp

【解決方案】盾心科技用AI安控打造心安新環境
【2020 Solutions】 Shield Heart Technology Creates a Secure Environment Using AI + Security

Shield Heart Technology is one of the few companies globally that possesses both computer vision and machine learning capabilities After two rounds of funding, it successfully raised 98 million and now focuses on the security market, serving long-term paid corporate clients in over 30 countries The traditional use of security systems is being revolutionized With the integration of artificial intelligence in security systems, community guards can monitor cameras deployed throughout the community via smartphones Upon receiving alert SMS from the surveillance cameras notifying about suspicious activities in underground parking lots or residents fainting suddenly, real-time video footage enables guards to immediately notify ambulances for assistance Event Notification Mode Diagram This intelligent security system capable of precisely identifying various types of emergency safety incidents is powered by an image recognition software platform, using new technologies from the branches of artificial intelligence—computer vision and machine learning AI Security System Applied to Multiple Devices AI Security Significantly Reduces False Alarms Traditionally, building surveillance involved continuous recording by cameras, with personnel monitoring the footage to detect dangers However, due to human limitations, sometimes lapses in attention could lead to delayed detection of intruders, with incidents only compensated for by post-event video tracking—lacking preventive effects Additionally, camera recordings, triggered by animals passing by, often lead to false alarms, exhausting personnel in verifying these incidents Shield Heart Technology's system uses user behavior as the basis for recognition, employing computer vision recognition and machine learning techniques By understanding the patterns of users entering restricted environments, the AI learns to identify and alert dangerous situations without false alarms caused by animals or other miscues, achieving a zero false alarm rate Umbo Light Recognizes Users 'AiCameras', 'TruePlatform' cloud management platform, and 'Light AI Image Artificial Intelligence' are three products that make up the Umbo CV series of security services The front end is the AiCameras, and the backend is the TruePlatform management platform, which manages the latest content from cameras on all devices and makes real-time adjustments Light AI serves as the 'brain' that bestows artificial intelligence capabilities on the products, creating an extraordinary AI security system Dong-Yan Chen, the business development manager at Shield Heart Technology, states that there are currently 300 million surveillance cameras worldwide, with less than 1 incorporating artificial intelligence In Taiwan, campus safety concerns for primary and secondary school students have become a major focus for parents and the public, making it the best and largest market for AI security「Translated content is generated by ChatGPT and is for reference only Translation date:2024-05-19」

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