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PLATFORM ARCHITECTURE

  • TASK MANAGEMENT, MODEL OPTIMIZATION

  • STRUCTURAL DATA, STANDARDIZED GLOSSARY

  • APPLICATION

  • MODEL TRAINING

  • DL FRAMEWORK

  • VISUAL DATA LABEL

  • INFRASTRUCTURE

  • APPLIED IN WINGSPAN’S ECOSYSTEM SCENARIOS

  • TENSORFLOW, PETUUM, PYTORCH

  • GPU CLUSTER

    GPU CLUSTER, DISTRIBUTED STORAGE

  • TASK MANAGEMENT, MODEL OPTIMIZATION

  • STRUCTURAL DATA, STANDARDIZED GLOSSARY

  • APPLICATION

  • MODEL TRAINING

  • DL FRAMEWORK

  • VISUAL DATA LABEL

  • INFRASTRUCTURE

  • APPLIED IN WINGSPAN’S ECOSYSTEM SCENARIOS

  • TENSORFLOW, PETUUM, PYTORCH

  • GPU CLUSTER

    GPU CLUSTER, DISTRIBUTED STORAGE

COMPONENTS OF AIDISCOVERY

  • DEEP LEARNING ENGINE

    Clearly-defined platform framework and rules for easy inputs and outputs

  • INTELLIGENT GATEWAY DEVICE

    Integrative terminal connecting scanners or PACS with tele-radiology cloud platform

  • CLOUD ECOSYSTEM

    Process and analyze on cloud de-identified data uploaded through intelligent terminal

  • AI APPLICATION API

    AI Developers deploy their innovations on Wingspan Imaging Cloud Platform

  • DEVELOPER PORTAL

    Website for AI developers to build, access, test and share machines

  • AI ANNOTATION PLATEORM

    2D/3D annotation, single/multiple annotator mode and multiple annotation tools