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【2020 Solutions】 Yunlin Farmer Chen Wenliang Uses AI to Create a Smart Pesticide-Free Agricultural Ecosystem

Amid the global rampage of the novel coronavirus, countries have implemented lockdown policies, leading to emerging food shortages as many countries halt exports. By integrating technology with agriculture, productivity can be increased while also addressing issues like soil acidification and labor shortages in farming.

Dr. Chen Wenliang, an associate professor at the College of Biotechnology of National Chiao Tung University, along with students, established Agritech Translation Technology. They integrated biotechnology, Internet of Things, big data analysis, and artificial intelligence to develop the 'AgriTalk Management Platform', a pesticide-free agricultural pest and fertilizer monitoring system. Utilizing big data analysis and AI learning from environmental data collected by various sensors, the platform can precisely adjust and control six major production factors: disease, pests, soil fertility, moisture/humidity, temperature, and light.

CEO of Agritech Translation Technology Chen Wenliang

▲ CEO of Agritech Translation Technology Chen Wenliang

'Growing up, my father planted peanuts, watermelons, and sweet potatoes in Yunlin, which gave me a special affection for agriculture and a desire to contribute what I've learned.' Born into a farming family in Yunlin, Chen Wenliang utilized his expertise in biotechnology, along with the AI team led by Lin Yiping, Vice President and Professor of Computer Science at National Chiao Tung University. They received NT$68 million over two years from the Ministry of Science and Technology's Innovative Technology Agriculture System project, setting a benchmark for 'professor entrepreneurship'.

Two Major Rural Dilemmas - Soil Acidification and Labor Shortage in Farming

Chen Wenliang stated that the current rural dilemmas include severe problems of soil acidification and labor shortage on farms. Long-term pesticide abuse has led to soil acidification, reducing soil fertility and decreasing crop values. Therefore, prior to the company's establishment, his research team isolated and developed a biological insecticidal agent from over 5,000 types of spider neurotoxic proteins, which can kill specific pests but is harmless to humans and bees.

After the sensors collect all data on soil, it is combined with an environmental control system. Once the environment reaches specific parameters, various actions such as watering, fertilizing, and lighting are initiated to maintain optimal growing conditions. Additionally, this data is uploaded to the cloud, stored as big data, and analyzed by the AgriTalk platform's AI algorithm to predict future pest outbreaks and adjust the cultivation environment accordingly, thus preventing pest issues from the source.

Agricultural Control Module Controls Various Machines

▲ Agricultural Control Module Controls Various Machines

Agritech Translation Technology selected turmeric as a crop because it is entirely edible, has few pests, a short growth period, and high economic value. Currently, Agritech Translation Technology has four demonstration sites in Taiwan located at altitudes of 1,200 meters in Wufeng, Nanzhuang, Baoshan, and areas around Qionglin and Zhubei. They use sensors to collect data and AI to automatically adjust soil nitrogen, phosphorus, potassium content, control moisture, and soil pH. Before introducing AI, the maximum turmeric plant height was 140cm. After introducing the AI management system, plants could grow to 158cm in a week, and up to 170cm overall, achieving a curcumin concentration of up to 55000mg/100g – 4-5 times higher than usual.

From Seeding to Producing High-Quality Final Crops

▲ From Seeding to Producing High-Quality Final Crops

AgriTalk Management Platform Prioritizes High Economic Value Crops for Introduction

Following the successful introduction of turmeric, Agritech Translation Technology's next phase will introduce the cultivation of dan-shen using the AgriTalk Management Platform, continuing to prioritize the cultivation of high economic value crops in the future.

Chen Wenliang indicated that he once saw an 80-year-old farmer still working bent over in the fields in Nanzhuang, highlighting the severe labor shortage. Also, traditional farming knowledge is gradually being lost. Agritech Translation Technology aims to attract young farmers back to agriculture and preserve the older generation’s planting expertise through an AI algorithm, establishing an expert system. Generally, with a single master's guidance, all data is captured, allowing even novice farmers to quickly cultivate crops with the aid of the expert system.

Agritech Translation Technology adopts a one-stop service approach for farmers, from sensor integration to monitoring and management platform implementation, even buying the produce at double the price, to attract enterprises and agricultural product channels to invest, creating a guaranteed contract farming business model, thereby finding a sustainable and profitable model for the entire rural area and Taiwanese agriculture. This will attract more young people to return to rural areas, and solve the labor shortage problem.

Besides its own sites, the company adopts a flexible partnership model to promote its products, offering complete solutions, using single products, or even just AI services.

With complete solutions and significant results, Agritech Translation Technology's system not only became a focal point of Taiwanese agriculture but also has partnerships in Japan, the Philippines, the USA, and even Armenia in West Asia, introducing the system to crops like bananas, grapes, and olives. Chen Wenliang noted that the AgriTalk Management Platform elevates agriculture from semi-automated or manual processes to automated and AI-enhanced, creating a win-win situation for both the economy and agricultural environmental protection.

「Translated content is generated by ChatGPT and is for reference only. Translation date:2024-05-19」

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這是一張圖片。 This is a picture.
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reprocessing Leading in smart laser equipment, chooseLASERTEKthe right one Continuously developed by the Taiwanese brand Raytek, combiningAIsmart detection and laser processing equipment to progressively build a smart monitoring solution stack from raw materials, products, testing, laser equipment, etc, aiming at reducing the energy consumption of the production process, implementing semiconductor advancements, substrates and component processing among other fields, producing equipment products capable of meeting the end-user demands under low carbon conditions, rapidly and with quality products and services expanding both domestic and international markets, enhancing the global competitiveness of localMade in TaiwanMITequipment 「Translated content is generated by ChatGPT and is for reference only Translation date:2024-12-12」

【解決方案】7毫秒內分離人聲 洞見未來科技協助聽損者「聽說更簡單」
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One rainy Thursday afternoon near Taipei Arena, the Taipei Experience Center of RelaJet was fully booked with appointments from people with hearing loss eager to try hearing aids made with a voice separation engine For the hearing impaired, having affordable, lightweight, and effective noise-reducing hearing aids is truly a blessing 'We hope to help users in need to hear the world's wonders again' This empathetic expectation by RelaJet's founder and CEO Po-Ju Chen, who is also hearing impaired, illustrates his understanding of the needs of the hearing impaired He hopes that RelaJet's unique voice amplification hearing aid technology will benefit many more people Affordable hearing aids benefit many with hearing loss Founded in 2018 by Po-Ju Chen and his brother Yu-Ren Chen, RelaJet developed a multi-voice separation engine paired with Qualcomm's Bluetooth audio platform, drastically reducing the price of imported hearing aids, typically costing 80,000-100,000 NT dollars, to just under 10,000 NT dollars They aim to develop affordable goods with excellent noise-cancelling capabilities that wirelessly connect to smartphones In its first two years, the company primarily developed the multi-voice separation engine, which significantly improved the noise reduction quality Once equipped with Qualcomm Bluetooth earphone chips, the audio processing time is drastically short, at about 7 milliseconds to enhance main voice projection and reduce ambient noise, less than half the time required by traditional medical standard of 16 milliseconds for hearing aids, nearly 'zero-delay' 洞見未來科技推出平價助輔聽器,大大嘉惠聽損者 Yu-Ren Chen explains that the primary use of Qualcomm chips for edge computing, along with a streamlined algorithm, achieves extremely low latency and better noise reduction The hearing aids can cover 18 channels, whereas traditional hearing aids cover 4-48 channels In the future, RelaJet will progressively increase the number of channels According to statistics, there are 470 million people globally with hearing disabilities, with a 30 average device use rate in developed countries, with the highest in Western countries Taiwan has nearly 15 million people with disabling hearing loss, of which the middle-aged and elderly make up 30, yet the device use rate is only about 10, which is quite low Yu-Ren Chen further analyzes that the low device usage rate is due to two reasons firstly, the high average selling price of international big brands ranges from 80,000 to 200,000 NT dollars with a three-year usability period, which deters many due to the high cost and maintenance Secondly, in noisy environments, the noise is also amplified which does not necessarily ensure clarity for the users, and the sound parameters can't be adjusted in real-time, making it inconvenient to frequently visit stores for tuning Thirdly, most models cannot connect to smartphones, making it inconvenient for the hearing impaired to take phone calls Utilizing Qualcomm Bluetooth chips for rapid product development In light of this, Po-Ju Chen, formerly a semiconductor engineer at MediaTek, leads the technical development, while Yu-Ren Chen, with a legal background, manages the operations Their seamless collaboration, along with their team employing AI algorithms and chip integration, learns from thousands of hours of audio files in databases through neural networks and deep learning technologies to develop low-latency, high-noise-reduction voice amplification technologies for hearing aids In 2019, this sound processing technology was integrated into Qualcomm Bluetooth chips, winning first place in the Qualcomm Taiwan Startup Competition and becoming a partner in Qualcomm's Global Expansion Program, significantly boosting product development pace In 2021, they launched their own Otoadd series of hearingenhancement products in Taiwan, which received both market favor and positive reviews from many with hearing loss Based on different consumer needs, various product designs are available According to Yu-Ren Chen, the Otoadd wireless earphones with hearing enhancement functions, model N1, are entry-level neckband style priced at 9,500 NT per pair Users can wear the hearing aid while taking calls, and control noise reduction strength and volume through a mobile app They plan to develop accessories in the future tailored to the needs of older adults Besides being available for trials at experience centers in Taipei and Kaohsiung, this hearing aid is also sold through PChome, Taiwan Mobile's myfone, and Elder Age networks, among other channels Another model intended for individuals with mild to severe hearing loss is the Classic R hearing aid, which received the Japanese Good Design Award in 2021 Since its market debut last year, it has attracted those with congenital hearing loss, with users noting improved clarity in noisy environments and appreciating the convenience of Bluetooth connectivity for calls and watching videos This product is anticipated to be exported to international markets in the latter half of this year Additionally, a hearing aid product combining Bluetooth functionality, set to launch in June this year, is sized like typical Bluetooth earphones, targeting visually conscious consumers with hearing loss Its small size and attractive wireless earphone design allow for phone calls, and if approved by the Ministry of Health and Welfare, eligible users can apply for government subsidies RelaJet to expand into overseas markets, using the USA as a beachhead An interesting question arises due to the pandemic everyone must wear masks which impedes lip-reading How does this affect those with hearing loss Yu-Ren Chen indicates that this situation highlights RelaJet's advantages As each person with hearing loss has different levels of hearing ability, hearing aids can only augment to an appropriate volume, assisting users to hear about 60-70 content, with the remainder relying on lip reading and gestures During the pandemic, as everyone wears masks, masks also muffle sounds, but RelaJet's voice separation engine can correct and strengthen the separation, making it easier for those with hearing loss to recognize voices Besides the Taiwan market, RelaJet's next stage will be expanding into overseas markets, expecting to obtain ISO 13485 medical device quality management system certification and US medical device approval in 2022 They plan to enter the US market, either under their own brand or through OEM arrangements Apart from the Taiwan market, RelaJet will also enter the US market in the next phase for hearing aids「Translated content is generated by ChatGPT and is for reference only Translation date:2024-05-19」