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台灣疫苗接種小黃卡影像辨識 - 使用雲端AI服務為例

Taiwan COVID-19 Vax Card Image Recognition - Using Azure Form Recognizer

中文解說影片

Video Link

English Video

Video Link

Global AI Developer Days 2022 (Slides 投影片)

目標

  • 能夠快速將疫苗接種卡上雜亂的資訊,轉化為:
    • 接種過幾次疫苗
    • 每次疫苗的種類
    • 接種日期
  • 了解如何運用雲端AI服務達成目的

Goal

  • From physical to digital, transfer Vax card info into:
    • Vax Count
    • Vax Type
    • Vax Date
  • How to integrate Cloud AI Service

大綱

  • 問題需求描述 - 疫苗接種卡影像辨識
    • 了解如何清楚闡述問題/界定問題
  • 可能解決方案剖析 - 影像辨識實現方式
    • 了解有哪些影像辨識實現方式,初步篩選方式
  • 本案例使用方式介紹 - 雲端AI服務
    • 了解本案例使用的雲端AI服務
  • 實作流程介紹 - 服務建置/串接/案例客製化
    • 了解如何建置雲端AI服務
    • 了解如何串接雲端AI服務
    • 了解如何針對當前需求,客製化程式
  • 結果測試與討論 - 改善方向/未來可增加功能
    • 了解如何評估目前模型表現
    • 了解可能的改善方向
    • 了解有哪些功能還可以增加

Outline

  • Requirement Description
    • To know how to ask a good question!
  • Solution Exploration
    • Image Recognition Methods
  • Intro to Current Solution
    • Azure Cloud AI Service introduction
  • Implementation Flow
    • Create Cloud AI Service
    • Cloud AI Service Integration
    • Custom Settings
  • Result & Discussion
    • Evaluation
    • Improvement
    • Additional Part

[ 開始學習 Start to Learn ]

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