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Technical category
技術研發單位
    • Air-stable luminescent organic-inorganic perovskite nanocrystal-polymer composites

      Smart machinerynovel materials FutureTech Air-stable luminescent organic-inorganic perovskite nanocrystal-polymer composites

      The technology realizes a perovskite nanocrystal-polymer composite material, which has extremely high stability at room temperaturehigh temperature. It can be used for 3D printing, shaped into fluorescent microfilaments,can also be used for white light-emitting diodes. The application of this air-stabile perovskite nanocrystal-polymer composite material in the 3D printing industry, texti
    • 多AI模型整合的導盲對話系統

      FutureTech 多AI模型整合的導盲對話系統

      The dialogue system is the main subsystem of the visually impaired navigation system, which provides destinations for the navigation system through multiple dialogues. We use the knowledge graph as the basis for reasoning. In terms of close-range navigation, deep learning technology is used to develop RGB camera detection depth algorithm, indoor semantic cutting algorithm, integrated detection depth estimationindoor semantic cutting in indoor obstacle avoidance, etc. The whole system uses the CellS software design framework to integrate distributed AIoT systems.
    • AI_Variant Prioritizer

      Precision Health Ecosystem FutureTech AI_Variant Prioritizer

      The interpretation of next generation sequencing is a big challenge. In order to improve the molecular diagnosis of the patient, we developed the AI_Variant prioritizer, a machine learning based variant prioterization system that can help to prioritize candidate variants for human disease. This module highlighted the possible disease causing variants to help clinician to increase the disease diagnostic yield and decrease the load of manpower.
    • Building energy conversionventilation device

      Smart machinerynovel materials FutureTech Building energy conversionventilation device

      The present invention relates to a building natural energy conversion ventilation device, which has cleaning indoor and outdoor air, also has air-conditioning cooling heating supplies, which can make the intake air closer to the dew point temperature of the indoor side air after heat exchange, thereby reducing the heat load of the heat source unit, Enhance its operating efficiency, achieve energy saving avoid waste heat emission.
    • AIBig Data Analytics for Energy SavingChiller Configuration Optimization

      Smart machinerynovel materials Innotech Expo AIBig Data Analytics for Energy SavingChiller Configuration Optimization

      This technique employs AIbig data analytics to precisely forecast cooling load demandestimate efficiency of different chiller combinations. Time-of-Use Pricingoptimal chiller load interval are also considered for practical needs. Decision supports of optimal chiller configuration are provided to enhance energy conservation.
    • Exhaust cabinet with air curtain isolation

      Smart machinerynovel materials Innotech Expo Exhaust cabinet with air curtain isolation

      The water two-phase change is used for energy conversion,the average air flow rate of the invention can be completely isolated as long as 0.2 m/sec, which can save 6RT freezing capacity equivalent to 6KW energy consumption compared with the conventional smoke exhausting cabinet body, effectively interacting with the outside world. Space isolation to avoid leakage of high pollution toxic gases
    • Efficiency Boosting System for Computer Numerical Control Milling Machine Based on AIBig Data Analytics

      AI & IOT Application FutureTech Efficiency Boosting System for Computer Numerical Control Milling Machine Based on AIBig Data Analytics

      This technique combines more than one AI models to precisely predict current under noisy data from current sensoroptimizes speed rate based on this AI forecasting model. At the same time, it considers the practical requirementslimitations of workpiece surface roughness, tool machine current load, etc. This technique provides decision supports for optimizing parameters of CNC milling machine to keep high efficiencyenhance energy conservation.
    • Air/ground cooperation for optimal rice harvesting model

      AI & IOT Application FutureTech Air/ground cooperation for optimal rice harvesting model

      The Air/Ground cooperation for optimal rice harvesting model is established to provide a visual harvesting decision service on a cloud platform. Drones and mobile devices are employing to estimate grain moisture and forecast the variation of harvest moisture content (HMC) in the coming days by huge amounts of imagery data, deep learning algorithms, and weather forecasts. This model can benefit in several aspects, such as setting an accurate and comprehensive optimal harvest schedule, reducing the cost of agricultural apparatus and barn ovens, ensuring the rice quality, and maximizing farmers' benefits. The potential value of the model practice could be more than a billion in Taiwan.
    • AIoT smart aquaculture management systems

      AI & IOT Application FutureTech AIoT smart aquaculture management systems

      Our team construct an AIoT smart aquaculture management system. The management system mainly consists of: (1) Image Behavior MonitoringAnalysis Subsystem (2) Smart Feeding Subsystem (3) IOT Subsystem including underwater sensors, ROV,Drone (4) Cloud Subsystem (5) Big Data Analysis Subsystem.
    • AI人流群聚與防護影像偵測技術

      FutureTech AI人流群聚與防護影像偵測技術

      Combined with monitors in markets, stores,transportation stations, AI image recognition technology is used to detect crowdspeople without masksbroadcast warnings,assist the government in epidemic prevention-related work.
    • Satellite Remote Sensing of Aerosol Profile in 3D PM2.5 Construction for Regional Air Pollution Monitoring

      Electronic & Optoelectronics FutureTech Satellite Remote Sensing of Aerosol Profile in 3D PM2.5 Construction for Regional Air Pollution Monitoring

      Concerning the uncertainty of assuming well-mixed aerosols within the planetary boundary layer, a sensible aerosol vertical distribution described by a log-normal fitting function is proposed to provide more realistic single-peak extinction profile with a decadal MPL in situ dataset. The performance of fitted single-peak aerosol profiles can reach up 0.8973 of correlation coefficient when considering the seasonal variations in PBLH and the surface layer height of well-mixed aerosols. Eventually, not only the aerosol extinction profile but also the 3-dimensional distribution are promising to be created from satellite AOD retrieval with PBLH information for providing accurate PM2.5 monitoring over a regional scale.
    • AI Liver Tumor Detector

      AI & IOT Application FutureTech AI Liver Tumor Detector

      Our technique is a liver tumor detection method using machine learning which is the most popular AI technique in these years. the high-magnification image provides more details, but the view is smaller in contrast, a low-magnification image has the larger view but less details. Thus, our method combines the two magnificationsyields more accurate tumor detection results.
    • 3D數位病理影像暨AI輔助分析診斷平台

      FutureTech 3D數位病理影像暨AI輔助分析診斷平台

      3D digital pathology imagingAI auxiliary diagnosis platform integrates 3D pathology sample preparation, high speed image scanning,intelligent software analysis into a novel system. We have collaborated with clinical pathologists to develop both 3D biopsy pathology imaging workflowthe world first 3D pathology image analysis software MetaLite, along with AI models pathology feature annotationquantitative analysis of solid tumor with high accuracy can be rapidly processed. We have transferred patented technology to start up JelloX Biotech Inc. at NTHU for further operation.
    • AI深度壓縮工具鏈及混合定點數CNN運算加速器

      FutureTech AI深度壓縮工具鏈及混合定點數CNN運算加速器

      Assisted by in-house AI deep compression toolchain (ezLabel, ezModel, ezQUANT, ezHybrid-M), the proposed technology supports automatic AI model designoptimization with the integrated performance of 120x model size reduction70x power reduction in 2D CNN model,develops a world-first 1/2/4/8-bit CNN model realized by the developed high efficiency Hybrid fixed point CNN NPU (Hybrid-NPU), which has been verified in Xilinx ZCU102 FPGAachieves the performance up to 2.5 TOPS(8-b)/ 20TOPS(1-b)@28nm technology running at 550MHz4TOPS/W energy efficiency.
    • AI動態老藥新用平台及COVID-19應用

      FutureTech AI動態老藥新用平台及COVID-19應用

      We propose an AI dynamics drug repurposing platform applicate on COVID-19. This platform analyzed a large number of structures of SARS-CoV, MERS,cross-species coronavirus 3CL protease-ligand complexes to construct uncovering six flexible active site conformationspharmacophore clusters for SARS-CoV-2 3CL protease screening all FDA drugsfound four inhibitors within three months. Among them, JM206 had even demonstrated ten times better efficacy than Remdesivir in-vitro assayalso show the effect on the in-vivo hamster model to alleviate the symptoms caused by COVID-19.
    • 可擴增與模組化之AI硬體加速器

      FutureTech 可擴增與模組化之AI硬體加速器

      "1. Use PE Cluster to make the calculation reconfigurable,can be modularized into 36X PEs, supporting up to 2160PEs 2. It can be configured as an independent IP with high computing throughputlow power consumption. The computing performance can reach 864 GOPS@200MHz when 2160PEs are employed."
    • 低功耗高性能AI神經網路之設計、加速及佈署

      FutureTech 低功耗高性能AI神經網路之設計、加速及佈署

      "We will demonstrate the following three technical achievements of our joint project: 1. Deployment of HarDNet on GPU (power consumption: 200 Watts) 2. Deployment of HarDNet on FPGA (power consumption: several tens of Watts) [winning 2nd place in the FPGA track, LPCVC 2020] 3. Deployment of HarDNet on lightweight edge devices such as Raspberry Pi (power consumption: single-digit, 10 Watts) [winning 3rd place in the DSP track4th place in the CPU track, LPCVC 2020]"
    • 模組化氣動體感系統

      FutureTech 模組化氣動體感系統

      The present invention can be applied to many wearable devices. Its technologies include wireless signal transmission control systems, airbag pneumatic methods,airbag analogue variants. Its various system controls are designed to be modularized so that users can repairreplace them. Possible applications include VR AR wearable systems, unmanned vehicle control systemmedical rehabilitation system.
    • AI決策輔助平台設計開發適用多種用途的仿生雙面膠帶

      FutureTech AI決策輔助平台設計開發適用多種用途的仿生雙面膠帶

      We use AI analysissimulation technology to produce decision-making parameters according to requirements input to designdevelop different materialspatterning technologies. The technology can quickly produce world-leading biomimetic double-sided tapes with broad applications, even in harsh environments. In addition to assisting in advanced industrial processindustrial automation for companies, the usage of the double-sided tapes combined with bionic grippers becomes a system for lifting thin plate objectseasily adheringpeeling repeatedly.
    • Super AI HPC System

      AI & IOT Application FutureTech Super AI HPC System

      Super fast terapixel server allows multiple users to viewanalyze gigapixelterapixel images with mobile devices, such as iPhones, iPads, Android mobiles,laptops at the same time. Users could annotateanalyze the data using built-in tools such as 3d effect, color deconvolution, color quantification, nuclei/object detection, lengtharea measurement,quantitative reporting system.
    • 智慧都市治理:融合AIOT與即時城市異質大數據之時空預測模型

      FutureTech 智慧都市治理:融合AIOT與即時城市異質大數據之時空預測模型

      We propose a spatial-temporal inference model, which uses a large amount of spatialtemporal data in the city to help governmentsenterprises predict future long-short-term important urban indicator values, such as traffic flow, human mobility, pollution level, number of criminal caseseven commercial profitability. The SIM model exploits IoT to integrate multiple real-time geospatial big data, including population, the flow of people, geographical data, Traffic,real-time sensor values. SIM can make effective predictionsprovide explainability for making decisions.
    • 未來口罩:有人情味的AI智慧表情技術

      FutureTech 未來口罩:有人情味的AI智慧表情技術

      Although masks protect us from COVID-19, they cover a substantial portion of the face,eliminates important facial expressions during communications. EmoMask is a human-AI collaborative mask that mediates these interactions in mask-wearing environments through emotion-aware sensorsAI algorithms, which works with humans to create facial expressions. The EmoMask system identifiesdifferentiates expressions using TinyML-based AI algorithm,conducts real-time classificationsregressions to create matching facial expressions during a communication while faces are covered.
    • 精準智慧健康照護平台

      FutureTech 精準智慧健康照護平台

      We develops a precision smart healthcare platform to deliver a comprehensive medical care experience to the elderly by Artificial Intelligence of Things (AIoT) technology. The platform offers health education, community interaction, personal health information,rehabilitation logs. It can be used as a basis for clinical staff to conduct diagnosistreatment. The system development tools use PHP programming languageLaravel framework to develop all arithmetic logic,gradually complete the dynamic association databaseinteractive web page functions.
    • Taiwania2 & Taiwan Computing Cloud

      AI & IOT Application FutureTech Taiwania2 & Taiwan Computing Cloud

      TWCC provides services with up to date container technology. Through optimized AI software, developers can quickly deploy, which increases efficiency by 40 compared with the past. Also, it supports high-speed parallel computing. A further increase of 30 compared with current cloud services. In addition, TWCC will integrate AI programstools from different fields to become the largest model m
    • Rapid Detection of AIOT Platform for Food SafetyEpidemic Prevention

      Precision Health Ecosystem FutureTech Rapid Detection of AIOT Platform for Food SafetyEpidemic Prevention

      The innovative technology which is based on the unique biomimetic material, including immunomagnetic nanoparticles, aqueous extraction solvent,a portable IoT detection device promotes the detection speed, accuracy,precision of the target molecule. Featuring with the excellent ability of non-specific binding, this technology decreased the probability of false-negative/false-positive succe
    • An Intelligent Piano Training System

      AI & IOT Application Innotech Expo An Intelligent Piano Training System

      This creative platform is about an interactive music platform. The main purpose is to enable users to integrate musicinteract to achieve the effect of a music theory that combines the basic rhythm of training with the basics of learning.
    • 風力及磁力驅動之壓電獵能系統研究

      FutureTech 風力及磁力驅動之壓電獵能系統研究

      This study proposes a double elastic steel sheet vibration energy harvester system (DESS VEH), where the vibration generated by the deformation and/or clap of two magnetic excited elastic steel sheets is assisted by a piezo-patch to generate electric energy. The proposed model can be applied on an unmanned helicopterany other multi-rotor drones. The downstream flows from the rotors are collecteddriving a wind-turbine to excite the vibration steel sheet(s) systemgenerating electric power.
    • Air quality index (AQI) gas sensor service platform

      AI & IOT Application FutureTech Air quality index (AQI) gas sensor service platform

      The optical detection device is fabricated based on the nitrogen dioxide absorbs the wavelength of light from 400nm to 550nm. The detection range, resolution and sensitivity are related to design of light path. The light signals can be received by the photodetector convert to concentrations of nitrogen dioxide which transfer to computer or mobile immediately.;The all-solid sulfur dioxide gas sensor developed by SSID team. The key technology is the special functionality of solid electrolyte and electrode materials, and then the layer material sequentially patterned design and planning. It can be used in high temperature and highly corrosive exhaust gas environment to achieve real-time monitoring of pollution emissions.;The 6'~8'MEMS technology service platform of TSRI was used to develop
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