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Invention & Innovation

Name of innovationOverviewPDF factsheet
ChatDoC: Intelligent Information Query and Knowledge ManagementASTRI ChatDoc system using Natural Language Processing (NLP) provides a domain-specific, on-premise ChatGPT-similar service to enable user to search documents, information and procedures by typing natural language queries and dialogue flexibly. User can verify the result by the reference link associated with the output.
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AI ESG Analytics for Sustainable IntelligenceASTRI’s AIESG engine uses Artificial Intelligence (AI) and Natural Language Processing (NLP) technologies to extract ESG KPIs across diversified ESG reports and related documents and generate companies’ ESG profiles, sustainable contributions, and industry benchmarks.
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Smart Virtual Agent & GenAI Realistic AvatarASTRI’s speech recognition incorporates the researches in speech-to-text in Cantonese mixed with English (as well as professional terms, industrial jargons and slangs), speaker diarisation, voiceprint verification and indexing to address the challenges of information retrieval from a large quantity of audio.
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Random Bin Picking Software for Industrial RobotIntelligent 3D object recognition software that integrates deep learning and 3D point cloud processing
• Deep Learning: Extract object features by deep learning to train an appropriate model without the need to parameter tuning.
• Data Generation engine: Generate artificial data through 3D engine. No Manual Labeling.
• Model Registration Software: Complete pipeline from synthetic training data generation to deep learning. Easy 3D recognition model generation from CAD.
• GPU accelerated point cloud processing algorithm: Apply GPU accelerated point cloud processing on object recognition to ensure speed and accuracy.
Application Scenarios & Functions: Robot pick and place, 3D defect detection
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Automated AI Generation
Technology
Automated AI Generation uses automated machine learning to generate AI models for industrial applications, reducing the engineering effort in AI development and eliminating the need for a dedicated team of AI experts for each specific industrial task.
• Reduce AI preparation time
• Reduce engineer efforts
• Runnable on low or middle level GPU servers
• Applicable on classification / object detection / segmentation
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Small Data AI TechnologySmall Data AI is an advanced deep learning technology designed to addresses the data scarcity challenges faced by companies when developing AI solutions for their operations. By leveraging Small Data AI, businesses can greatly improve their efficiency and flexibility, ushering in a new era of optimized industrial processes.
Application Scenarios & Functions:
• Quality Inspection for Flexible Manufacturing
• Vision-Guided Collaborative Robot
• IIoT-Based Operation and Maintenance
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Lifelong AI Learning TechnologyCurrent AI systems are not equipped to handle the dynamic and constantly changing nature of the industrial environment, leading to decreased performance over time if the entire system are not retrained or modified periodically. This is where the concept of lifelong AI learning comes into play.
Application Scenarios & Functions:
• Quality inspection for semiconductors, PCB, panel display, etc.
• Industry robots for assembly automation, groceries picking, etc.
• Performance monitoring & predictive maintenance for infrastructures
• Workplace security and safety like tracking worker location, alerting environmental hazards
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High-precision Mid-range LiDAR• Waveform digitising based on time-to digital sampling
• Fast waveform reconstruction algorithm
• High efficiency compact optical design
• Multi-channel noise cancellation algorithm
• Synchronisation & data processing based-on SoC
Application Area: Indoor / outdoor mapping, Facility & construction monitoring, Security & surveillance, Industrial automation
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High-precision High-speed 2D Line LiDAR• Waveform digitising based on time-to-digital sampling
• Fast waveform reconstruction algorithm
• Precise Timing
• Optical design to increase line rate
• Enhanced by inertial module
Application Area: Tunnel inspection, Sidewalk inspection, Roadside slope inspection, Railway surrounding inspection
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FMCW LiDAR• Internal Frequency Modulation
• Speed Perception
Application Area: Road-side Sensing, Automotive Sensing, Railway Sensing, Low-altitude sensing
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Single Photon Counting Imaging

• Array Block Scanning Method Based on Co-aperture Optical Path
• 3D Imaging Method Based on Low SNR Parameter Estimation
• Object Tracking Method Based on Multi-core DSP
Application Area: Freight UAV dispatching, Surveillance of unauthorised UAV flights, Civil aviation airport airspace protection, Low-altitude air route planning and management
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High-speed Moving Sensing System• Multi-Filter & Low Drift INS Processing Algorithm
• Multi-sensor Fusion
• Data Compression
• AI-based Inspection
• 2D-3D Image Fusion
Application Area: Road surface inspection, Airport runway inspection, Railway inspection
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Coaxial Confocal 3D Line Scanning System• Co-axial telecentric
• High res. · Sub-micron
• Large FOV · Scan range
• High speed 3D scan
Application Examples: PCB deep hole inspection, Semiconductor 3D IC: wafer bump, RDL, TSV inspection, Multi-layers transparent/shiny objects inspection
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Multi-mode 3rd generation wafer inspection systemThis system is designed for third-generation semiconductor, to in-line inspect surface defects and sub-surface defects for SiC or GaN substrates or epitaxial wafers, and to realize domestic substitution for inspection equipment.
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Generic 3D Metrology & Inspection TechnologiesPatentable 3D metrology & inspection software platform
• Mid-end (mm): 3D robotic picking, palletising & depalletising
• High-end (μm): 3D metrology (dimensioning) & inspection (defect)
• High industrial requirements in terms of speed, accuracy & repeatability
Application: Industrial robot, Automobile, Semiconductor, Biomedical
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Phase Measuring Deflectometry(PMD) for 3D Measurement & Defect InspectionPMD is based on the principle of light reflection, combining multi-vision and phase shift technology. It has the technical characteristics of high precision, wide dynamic range, and non-contact full-field measurement. It is especially suitable for online defect detection and three-dimensional measurement of highly reflective and transparent objects.
Application example: Cover glass quality control, Detection of Artificial Joints, Automobile parts defect detection
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Dynamic Deflectometryfor Defect Inspection3D defect inspectionsystem based on dynamic phase deflection technology
• Coaxial telecentric line scanning: Dynamic phase measuring Deflectometry
• Hybrid-frequency Spatial-carrier Deflectometry: A Newly Proposed Method for Specular Surface 3D Sensing
• Frequency Guided Defect Inspection: Fast 3D Defect Inspection method
Application Scenarios: Silicon carbide defect inspection, 3D defect detection of metal foil
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3D Automated Optical Inspection (AOI)Telecentric structure light projection, 2D/3D image fusion
• Customised Pattern Projector
• Telecentric no distortion projection
• Adjustable Multi-Frequency Stripe Pattern
• GPU Parallel Computing Technology
• Highly Accurate Measurement, Wide range
• Real 2D/3D fusion
*Suitable for IC, SMT, Wire Bonding, Soldering, etc.
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Imaging ellipsometryImaging ellipsometry---measurement for micro-nano optics
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Portable Retina OCT & Fundus CameraPortable retina health monitoring device, integrating retina OCT and fundus camera, can indicate retina health in a more straightforward way. It is easy to use, and readily offers early diagnosis and routine monitoring of retinal diseases.
• Initial screening by fundus image
• Detailed screening by OCT image
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Portable Corneal TopographyEasy to mapping the anterior curvature of thecornea.
Used for diagnosis of refractive errors caused by abnormal corneal shape.
• Normal
• Keratoconus
• Bullous Keratopathy
• Corneal Scarring
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Wide Angle Fundus CameraWide angle fundus camera, providing non-contact observation, wide-angle field of view, high-definition imaging and multiple imaging modes. It greatly enhance the accuracy and can give a comprehensive retinal structure and pathological condition, therefore, obtain more accurate fundus disease judgment. It is easy to diagnose, monitor diseases and control treatment. It can be used for fundus diseases such as age-related macular degeneration (AMD)
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Compact Multifunctional Eye Health Monitoring DeviceMultifunctional eye health monitoring device provides eye measurements, including fundus images, corneal shape, and axial length. It can be used for screening and daily monitoring of various ophthalmic diseases, such as age-related macular degeneration, glaucoma, refractive error, keratoconus, etc. Integrating with AI technology, it can realise remote regular monitoring, early diagnosis, and early treatment.
• Fundus image
• Corneal height map
• Axial length
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Multifunctional Eye Health Monitoring DeviceFive-in-one multifunctional eye health monitoring device provides eye measurements, including anterior & posterior cornea shape analysis, non-invasive cross-sectional anterior segment image, fundus image, axial length value, and pupillary examination. It can be used for massive scale screening and comprehensive eye health checking. It greatly enhances the efficiency in terms of time, space, and cost.
• Anterior & posterior cornea shape analysis
• Non-invasive cross-sectional anterior segment image
• Axial length
• Fundus image
• Pupillary examination
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Intelligent Platform for Smart Hospital WardThe intelligent platform monitors and analyses a patient’s vital signs (such as ECG, respiratory rate, skin temperature and galvanic skin response level) and motion data from a custom-made wireless chest patch. It detects and notify problems via mobile app and dashboard.
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DC Vehicle to Grid Wall BoxV2G Wall Box consists of both DC to AC and AC to DC power conversion systems which enables Battery to feed power into the Grid as well as Battery Charging from the Grid, offering High Power Efficiency solution across wide load range for Electric Vehicle ( EV ) charging and discharging.
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Enhanced Thermal Performance in Electronic VehiclesThis invention enhances the thermal performance in various power systems, thus increasing the reliability and durability of high-current and high-power platforms, such as Electronic Vehicles, AI computing systems, Data Centres, Power Grids, and many more.
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通感一体化基站通感一体化基站可作为低空监管网络设施:
• 通信与感知联合优化的收发器架构设计
• 杂波抑制算法
• 波束管理方案
• 跟踪扫描算法
低空经济(LAE)应用场景广泛:
1. 物流配送
2. 紧急救援
3. 电缆巡查
4. 工地检查
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5G专网及演进技术5G专网解决方案:
• 5G专网设计、部署、及咨询研究,助力5G专网落地
• 客制化5G专网解决方案,支援不同的特殊需求
• 全方位5G网络性能测试,例如实验室环境、室内外现场测量、干扰研究等
• 全方位应用测试,例如语音通话、集群广播、视讯串流、切换、可用的手机和用户前置设备互通性等
5G AI RAN核心应用场景:低空经济、智能流量调度、关键任务通信、网络自治优化
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面向5G专网的智能运维极简:
• 智能规划:小时级网络规划
• 即插即用:分钟级业务开通
• 自动运维:分钟级MTTR
智能:
• 意图驱动
• 故障预测:网络运行“零故障”
• 自动驾驶:网络运维“零人工”
业网联动:
• 毫秒级控制:精准时频资源控制
• 任务级管理:自定义工序任务
• 连接级监控:E2E连接性能监控
开放生态:
• 能力开放:开放通感算能力
• 数据建模:跨域大数据分析
• 生态构建
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空天地通感算导一体化解决方案香港应用科技研究院(ASTRI)主导研发了空天地通感算导一体化解决方案,通过通感一体化、融合多源感知、低时延通信、多智能体协同优化等应用技术创新,构建低空+地面三维立体智能交通体系,系统性解决密集城区超低空场景下的定位宣区、通信延迟与动态障碍规避等关键挑战,能够显著提升航空器、网联车在异构环境中的协同性与任务执行效率,为城市物流配送、应急巡检、智慧安防等场景提供安全、可靠的技术支撑,加速立体化智能交通生态的全面升级。
• 从单域到全域
• 从通信到智联
• 从分散到协同
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5G确定性+5G定位赋能互联时空一致性:网络时延与定位精度同步保障。
动态资源调度:基于实时位置优化网络资源分配。
端到端确定性:从终端到云的确定性传输+位置感知。
应用场景:工业互联网、智慧城市、医疗健康
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5G非地面网络(NTN)5G NTN核心网及边缘节点增强:
• 边缘数据网络,提供边缘应用服务
• 5G核心网增强,支持
• 灵活部署,高性能平台:支持不同硬件、软件平台,包括云化、国产化部署
5G NTN基站物理层参考设计:
• 基带硬件平台
• 3GPP Release 17与可定制化NTN功能
• 设计验证
5G NTN可配置终端:
• 3GPP Release 17与可定制化NTN功能
• 基于卫星特定信息的时间和频率同步
• 终端实现上行时间和频率预补偿
• 大传播延迟的自适应CSI反馈
• PUCCH和PUSCH重传增强行链路覆盖
• 设计验证
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面向5G-A/6G应用的NTN射频收发机芯片• 支持最新3GPP Release 18标准的全集成,可扩展的NTN射频收发机芯片
• 系统级射频–基带协同仿真平台设计
• 创新电路架构和版图设计,支持K/Ka波段
• 采用22nm工艺设计
应用领域:灾难救援、机上通信、低空经济、海洋、沙漠等偏远地区通信
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同轴共聚焦三维线扫描• 同轴双远心光路
• 大视场·大扫描范围
• 高速三维测量
• 高精度·亚微米级
应用例子:半导体3D IC:晶圆凸块、重布线层、硅通孔检测、多层透明/闪亮物体检测
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多模态第三代半导体晶圆检测• 第3代半导体晶圆检测
• 结合亮暗场、轮廓仪、差分干涉显微镜、光致发光传感技术
• 解析度~ 100nm
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相位偏折及结构光3D AOI• 偏折法3D自由曲面反光表面缺陷检测技术
应用场景:汽车零部件检测、人工关节检测
• 动态相位偏折三维量检技术
应用场景:金属箔片3D缺陷检测、碳化硅缺陷检测、缺陷
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3D工业测量软件技术自主研发核心算法库(专利技术保护):
• 几何尺寸和公差测量
• 全尺寸形状、尺寸测量/多样本对比测量
• 几何测量、平面度、高度、体积等
• 缺陷检测
应用场景:工业机器人垂直市场、汽车检测垂直市场、半导体检测垂直市场、其他垂直市场
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Camera-based AI Universal 3D Reconstruction利用人工智能算法,从摄像头输入进行三维模型重建的一种先进技术,实现无材质限制的重建。
• 多材质的表面三维重建
• 多材质的360°三维重建
• 二维/三维地图重建
应用领域:
组件重建、3D打印的逆向工程、施工监控、文物保护、3D地图定位、犯罪现场重建、事故记录
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人工智能机器视觉(AMV)平台应科院人工智能智能机器视觉(AMV)平台,提供面向工业机器视觉场景的一站式人工智能模型建设服务,涵盖从数据处理、模型训练到模型部署的全周期服务。
应用领域:
• 缺陷检测
• 物体识别
• 仓库自动化
• 医学影像分析
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高精度中距3D感测系统• 基于时间采样的波形数字化
• 快速波形重构算法
• 紧凑的高光效设计
• 多通道降噪算法
应用例子:
• 安防
• 隧道检测
• 室内/室外三维建筑测量
• 低空传感
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高速移动检测系统• 多滤波和低漂移惯性导航处理算法
• 多传感器融合
应用例子:
• 隧道检测
• 路面检测
• 铁轨检测
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超透镜自动化设计软件及超透镜自动输出:
• 扫描结构光学属性
• 自动挑选结构组
• 用于超透镜设计的相位图
• 可用于加工的超透镜设计结果
应用:热成像超透镜设计、超透镜结构光3D感测模组
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超表面衍射光波导设计软件超表面设计方案及AR设计软件
设计方案:
• 速度显著高于商业软件
• 高自由度
AR自动设计工具:
• 高自由度超表面设计
• 高效算法
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眼科智能医疗设备客制化镜头设计,低成本轻量。通过非侵入式扫描视网膜,易于诊断、监测疾病和控制治疗。可用于老年性黄斑变性(AMD)青光眼等疾病的早期筛查和监测。
低成本视网膜光学相干断层扫描仪:
• 视网膜断层成像
• 线扫技术,速度更快
• 成本只需传统OCT的1/5,轻便
多功能眼睛健康监测仪:
• 角膜形状
• 眼底图像
• 轴长测量
• 自动对焦
眼前节健康检测仪:
• 角膜前后形状分析
• 眼前节横截面图像
• 瞳孔检查
• 无创高清

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Tunnel Equipment Inspection System for Underground RailwayA tunnel inspection system by using computer vision technologies to generate equipment map automatically. Detect and notify equipment abnormalities.
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5G O-RAN Base Station technologiesAn emerging 5G network deployment and business model that enables open, virtualised, and fully interoperable RAN, bringing more options for mobile operators.
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5G Spectrum Sharing TechnologySharing licensed and unlicensed bands enhances 5G spectrum utilisation and reduces spectrum licence & equipment costs. Together with ASTRI’s independent consultation services, these advantages are encouraging enterprise 5G infrastructure deployment.
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5G Standalone (SA) Core NetworkA cloud-native and container-based standalone (SA) 5G core network allowing reliable and secure connectivity to network services and high performance UPF with ground-breaking throughput.
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End-to-end V2X SystemAn End-to-end Multi-tier vehicle to everything system with low-latency and reliable communications, which can enhance road safety and traffic efficiency.
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Smart Indoor and Outdoor Geographic Information SystemSeamless indoor and outdoor geographic information system accommodating indoor positioning and massive telemetry data.
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Base Station for Heterogeneous Network5G networks adopt a heterogeneous network (HetNet) architecture, where 4G/5G macrocells and 5G small cells are used to provide enhanced coverage and services. Low/Mid/High-frequency bands are used together.
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Cloud-based 5G technology Cloud-native mobile network based on AWSCloud-native enables flexible network architecture in order to meet various 5G use case requirements. ASTRI has set up a 5G cloud-native network in Hong Kong-based on the AWS cloud services. The latency between Huawei CPE and AWS server is 5ms.
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Perception and High Precision PositioningASTRI perception and high-precision positioning technology provide consolidated indoor/outdoor environment vehicle/human positioning with low latency. It is an infrastructure technology that lays the cornerstone for C-V2X, smart-city, smart-mobility, and Automated Guided Vehicle (AGV) applications.
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Self-Shutdown Li-ion Energy Storage Device for Explosion PreventionHong Kong Applied Science and Technology Research Institute Company Limited (ASTRI) has developed an Anti-Explosion Li-ion energy storage technology with a build-in self-shutdown layer (SSL) design that safeguards energy storage devices from thermal runaway.
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High Performance Medium-Range Wireless Charging TechnologyHong Kong Applied Science and Technology Research Institute Company Limited (ASTRI) has developed a medium-range wireless power transmission technology platform providing a safe and high-performance multi-device charging solution for smart homes.
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Highly Efficient Power Converters for Data Centre and TelecommunicationHong Kong Applied Science and Technology Research Institute Company Limited (ASTRI) has developed a new electronics packaging technology platform with improved electrical, thermal and reliability performance for key power conversion modules in data centres and telecommunication equipment.
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Enhanced NB-IoT Technology for wide frequency bands and different operatorsHong Kong Applied Science and Technology Research Institute Company Limited (ASTRI) has developed an NB-IoT technology supporting a wide range of frequency bands with an advanced radio frequency transceiver and Release 14 compatible baseband.
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High-capacity Li-ion Energy Storage Device for Disposable Medical CapsuleHong Kong Applied Science and Technology Research Institute Company Limited (ASTRI) has developed a micro-nano structured Si/C composite anode design encapsulates nano-size Si aggregate into a micro-size C-based conglomerate that enhances the specific capacity of the anode of Li-ion energy storage device for disposable medical capsule application.
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Smart Camera for home securityHong Kong Applied Science and Technology Research Institute Company Limited (ASTRI) has developed a customised deep neural network (DNN) accelerator for privacy and security protection embedded in a smart camera.
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DC Building Power Protection by Digital DC Circuit BreakerHong Kong Applied Science and Technology Research Institute Company Limited (ASTRI) has developed a semiconductor-based digital ultra-fast DC circuit breaker for protecting the power source, load, and cables in the LVDC grid from damage in abnormal electric conditions.
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AI for manufacturingAn advanced AI model development solution for multiple manufacturing applications under the conditions of data-hungry and qualified AI expertise shortage.
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Vision Guide Industry Robot for Random Bin PickingAn embedded Intelligent 3D object recognition system for random bin picking.
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ARVR Compatible 4K2K HMDWorld's first true 4K2K ARVR HMD technology opened a new window to view the world.
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Integrated Smart Inspection and Identification System for Jewellery and AntiqueFast and compact size jewellery inspection system capable of identifying a massive number of gemstones with an affordable cost.
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Driver Behaviour and Fleet Routing/Scheduling in Fleet ManagementASTRI’s developed an intelligent platform to address driving safety and operational efficiency of a vehicle fleet. By analysing driving behavior as well as the driver’s actions at the wheel, dangerous driving habits on the road can be identified, while the driver’s behavior can also be monitored. Dangerous driving habits, such as getting the vehicle too close to vehicles or pedestrians in front, may lead to accidents. Furthermore, undesired driver behavior such as talking on the phone, dousing off or emotional outbursts may jeopardise all passengers’ safety, actions that would warrant an alert to the driver. Last but not least, the platform also helps the vehicle fleet in scheduling and routing, targeting couriers or special transportation services.
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AI Analytic Engine for providing tailor-made trainings targeting SEN studentsASTRI has developed a revolutionary and cost-effective distance-learning system that allows parents and teachers to conduct SEN-related training anytime. With the assistance of the programme recommendation engine, the system can also help educational psychologists to speed up the assessment process and create a more efficient Individualised Educational Plan (IEP) for SEN students.
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IoT Platform for Smart WaterASTRI has developed 2 solutions.
Integrating the technologies of t-distributed Stochastic Neighbor Embedding (t-SNE) and Principal Component Analysis (PCA) to build the Smart Water Analysis System (the Analysis System), which performs data filtering that identifies anomalies in real-time.
LoRaWAN-based Hong Kong Wireless Smart Water Metering System Standard and its Reference Design (the System Standard) is to facilitate the retrofitting of smart metering systems to existing buildings.
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Smart Credit Assessment & Analytics for Micro, Small & Medium Enterprises FinancingTraditional credit scoring relies on the financial information provided by the loan applicants, but MSME lacks sufficient credit history and readily available financial records. Banks may find it difficult to assess their creditworthiness. In view of this, ASTRI conducted a study and explored the use of financial technologies to develop an alternative credit scoring. It can produce credit scores for MSME based on both alternative and conventional data.
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Applying privacy enhancing technologies to alternative credit scoringASTRI has developed a software platform that supports the deployment of advanced model frameworks, privacy protection based on different privacy-enhancing technologies, functions for evaluating privacy control and performance of the models and integration with the infrastructure of the HKMA for managing credit data shared by data partners and banks.
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Trusted Cross-Boundary Cold Food Import Safety Management PlatformASTRI applies the Internet of Things (IoT) and Distributed Ledger based Blockchain technologies with smart contracts to automate processes, enforce trust between stakeholders and provide visibility, accountability and traceability in the food supply ecosystem.
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Intelligent Financial Document Analysis for Regulatory CompliancyASTRI’s Financial Document Analysis (FDA) system provides an intelligent information cognition system to analyse automatically and extract key information from the financial documents and conduct summary generation and compliance checking. It can enhance regulatory technology and reduce Non-compliance costs and Manual checking processes.
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AI-aided Medical Image Analytics for
Early Cancer Screening
ASTRI has been developing an AI-aided medical image analytics system for collaborative diagnosis, image management, lesion detection, and classification in pathology images and capsule endoscopy videos. This technology can help doctors improve diagnosis and work efficiency.
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Generic Information Extraction Platform for Unstructured DocumentsASTRI’s Generic Information Extraction Platform utilizes an OCR engine and various computer vision techniques to convert the text in documents to digital format and extract useful information based on the user’s requirements. The platform enables financial and government institutes to automate data entry of different documents, for example, bank statements, land registry documents and salary proof. Therefore, It can reduce typos and labor costs.
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Open Banking API Portal Connecting TSP to Bank SystemsASTRI develops an open banking API bridge portal to support HKMA’s initiative. It provides a unified API interface to third-party service providers (TSP) to access various bank systems with the authorisation bank client. The portal maps the unified API with different APIs of different banks. The portal also serves as a platform for dynamically deploying Fintech applications. ASTRI also develops a plug-and-play interface for the dynamic deployment of TSP services to the API bridge portal.
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Artificial Intelligence Chatbot for mixed Cantonese, English and Mandarin marketsCustomisable chatbot solution is adaptable to different industry domains in mixed Cantonese, English and Mandarin environments.
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