• 人工智慧於息肉狀脈絡膜血管病變之診斷與治療決策之應用

      AI & IOT Application 未來科技展 人工智慧於息肉狀脈絡膜血管病變之診斷與治療決策之應用

      This system help doctors to distinguish age-related macular degeneration (ARMD)polypoidal choroidal vasculopathy (PCV) by color fundus photography. We have collected large image dataset from Taipei Veterans General Hospitalother hospitals to establishvalidate CNN model, which had been tested by external image datasetmodified to improve the accuracy of the AI model.
    • 基於轉移學習之青光眼眼底照片診斷系統-適於各醫療院所之平台發展

      AI & IOT Application 未來科技展 基於轉移學習之青光眼眼底照片診斷系統-適於各醫療院所之平台發展

      A transfer learning-assisted glaucoma detection system was build first with training images from the fundus images database of Taipei Veterans General Hospital,then fine-tuned to improve its applicability on fundus images from different datasets. This system aims to assist clinic-based glaucoma screening to increase the diagnostic rate of glaucoma by using existing healthcare facility.
    • Taiwania2 & Taiwan Computing Cloud

      AI & IOT Application 未來科技展 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
    • Multilayer Cybersecurity Defense ServiceSystem Development

      AI & IOT Application 未來科技展 Multilayer Cybersecurity Defense ServiceSystem Development

      1. CDX is to provide an environment for long periods of time in coordination with school courses, including the simulation of a real company's network environment with randomly selected vulnerabilities in cyber defense contests. 2. HoneynetMalware Knowledge Base simulates systemapplication vulnerabilitiesthen monitors the cyber-attacksthe corresponding traffic flow.
    • 5G Low Latency Massive Access Technology

      AI & IOT Application 未來科技展 5G Low Latency Massive Access Technology

      The CPS-OFDM technology by NTU enjoys the best spectral efficiencydesign flexibility among the 5G candidate new waveform designs. CPS-OFDM is integratedjointly optimized with the high performance SCMA by Univ of Surrey to achieve high communication efficiency, high reliability, low latency, for boosting the productivity of the factories of the future (FoF).
    • Real-time identification of crop losses using UAV imagery

      AI & IOT Application 未來科技展 Real-time identification of crop losses using UAV imagery

      This technology integrates 1000+ times of UAV imaging experiences with labeled rice lodging images for training. A rice lodging recognition model using deep learning reaches 90 accuracy. The recognition model can be deployed in a microcomputer mounted on UAVs to implement edge computing. While taking aerial images, the inference can be completedreveal lodging areadamage level in-time.
    • The Application of Intelligent Agricultural Control System on Orchard

      AI & IOT Application 未來科技展 The Application of Intelligent Agricultural Control System on Orchard

      This project integrated with industrial foresight technologies, including UAV, artificial intelligenceimage recognition, to collect real-time images, apply algorithm in evaluation, link the technology of IOT (Internet of Things)environment sensing,use unmanned vehicle to conduct controlling work.
    • Intelligent Image RecognitionAnalysis System for Small-sized Insect Pest

      AI & IOT Application 未來科技展 Intelligent Image RecognitionAnalysis System for Small-sized Insect Pest

      This study built an automatic insect pest image identification system based on tiny Yolov3 deep learning model. By optimizing the tiny Yolov3 detection model, images of insect pests on scanned sticky paper can be automatically identified. The system achieves a testing accuracy of 0.93, 0.90 for whitefliesthrips respectively.
    • AIoT smart aquaculture management systems

      AI & IOT Application 未來科技展 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.
    • A Secure IoT Communication Technique with Ultra Low Power Wake-Up Scheme

      AI & IOT Application 未來科技展 A Secure IoT Communication Technique with Ultra Low Power Wake-Up Scheme

      This work presents a low powersecure IoT communication scheme. A physical unclonable function (PUF) based mutual authentication scheme in conjunction with a trusted third party (TTP),the low power transceiver with secure wake-up mechanism are integrated for networkhardware security thereby enabling to extend the battery lifetimeensuring reliability for the IoT systems.
    • Consumables-free, remote,rapid optical detection of plant pathogensDr. Lan

      Bio-tech & New Drugs 未來科技展 Consumables-free, remote,rapid optical detection of plant pathogensDr. Lan

      Based on the optical fluorescence of the plant, the technology distinguishes the difference of the main protein infected by virus from the normal ones with the feature light. The main difference of this technology is to omit the complicatedbiochemical-material- consumption procedures. With the establishment of big data, the artificial intelligence algorithm identifies whether the implant is.
    • Personalized emotion sensing for spoken dialog interface

      AI & IOT Application 未來科技展 Personalized emotion sensing for spoken dialog interface

      The technology is an integrated solution incorporating the retrievable personality for multimodal emotion sensing for spoken services. This framework provides a real-world flexibility that enables the estimation of the target speaker emotion states without manual personalization.
    • External Field-Free Spin-Orbit Torque Magnetic Random Access Memory

      AI & IOT Application 未來科技展 External Field-Free Spin-Orbit Torque Magnetic Random Access Memory

      STT-MRAM: scaling down (submicron scale) along with issues of magnetic propertyintegration with semiconductor processing. SOT-MRAM: fundamental understanding on mechanism, integration with STT-MRAMCMOS for readout. VCMA-MRAM: understand the mechanism behind the observable VCMA phenomenon, integration with other RAMs for write/read.
    • Web-based Diagnostic System for Assessing Psychiatric Disorders

      AI & IOT Application 未來科技展 Web-based Diagnostic System for Assessing Psychiatric Disorders

      The Al-based web diagnostic system provides an online assessment tool for diagnosing schizophrenia. The Explainable Deep Neural Network classifier is deployed to analyze gray matterwhite matter to derive diagnostic classification of schizophrenia. The structural brain abnormalities associated with schizophrenia is visualized on the AI-based web diagnostic system at individual level.
    • Using 3-D Capsule Network for Nodule Detection in Lung CT Image

      AI & IOT Application 未來科技展 Using 3-D Capsule Network for Nodule Detection in Lung CT Image

      The computer-aided nodule detection system in CT image consists of the search sliding window, YOLOv2 architecture, 3-D CapsNet, skip connection,post-processing. First, the CT image is divided into numerous VOIs by sliding window. Second, a 3-D CapsNet based on YOLOv2 architectureskip connection is applied to the VOIs for classifying VOIs as nodulenot. Finally, the non-maximum suppression algorithm is performed to decide the final detection result.
    • AI Liver Tumor Detector

      AI & IOT Application 未來科技展 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.
    • Ted-ICU AI Platform

      AI & IOT Application 未來科技展 Ted-ICU AI Platform

      Ted-ICU AI Platform: (1)Provide a single view of patients' EMRsvital signs (2)Support remote ICU monitoring (3)Online labeling tool & Expandable AI algorithms repository (4)Disease-specific prediction models (5)Standardized EMR templates
    • Next Precision Weightlifting Platform

      AI & IOT Application 未來科技展 Next Precision Weightlifting Platform

      The main purpose of this invention is to provide a training system with the surrounding photographing unit, the display unit,a force platform. The system can immediately capture the motion of the user from various angles,measure the force of the user from both legs, in order to provide the useful biofeedback information to coachesathletes.
    • Mobile Magnetic Survey System

      AI & IOT Application 未來科技展 Mobile Magnetic Survey System

        Mobile Magnetic Survey System is composed of 20 precisesensitive magnetic detector arrays, which are used for measuring the 3D magnetic fields. With the LiDAR positioning systemattitude rotation, the magnetic vector field can analyze the magnetic field intensity at different positions. In addition, the visualized map can help users to evaluate the metal body locationdepth.
    • Baseball finger force sensingwireless transmission device with time-series big data analysis system

      AI & IOT Application 未來科技展 Baseball finger force sensingwireless transmission device with time-series big data analysis system

        This pressure-detection smart baseball obtains applied force, dynamicinertial features of pitcher during pitching. Through the connection between wireless moduleterminal, data will be transferredprovides vibration as a pitching signal. Also, precise adjustment is achievable through back-end analysiscustomized training formulation, which enhances pitching ability, optimizes training,improves pitcher's condition assessment.
    • free5GC: 5th generation mobile core network

      AI & IOT Application 未來科技展 free5GC: 5th generation mobile core network

      Although there are few open-source core network projects, none of them are conformed to 3GPP Release 15 (R15). The free5GC is the first one in the world based on 3GPP R15. The ultimate goal of free5GC is to implement a full commercial, operational core network including Operation, AdministrationManagement (OAM), orchestrator,network slicing complied with 3GPP R15beyond.
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