AI 品質檢驗

Human → AI

AI 從產品圖像偵測缺陷並分類嚴重程度,QA 檢驗員做出最終決定。

5 個節點 · 5 條連接manufacturing
agenthumansystem
視覺化
拍攝產品圖像system

自動化攝影機從生產線擷取圖像。

sequentialAI 缺陷偵測
AI 缺陷偵測agent

分析圖像以找出表面缺陷、尺寸誤差與異常。

sequential嚴重程度分類
嚴重程度分類system

依公差標準將缺陷分類為嚴重、主要或次要。

conditionalQA 檢驗員審查
conditional記錄處置決定
QA 檢驗員審查human

檢驗員驗證 AI 結果,並在顯微鏡下檢查邊界案例。

sequential記錄處置決定
記錄處置決定db

在品質管理系統中記錄接受、返工或報廢的決定。

uc-quality-inspection.osop.yaml
osop_version: "1.0"
id: "ai-quality-inspection"
name:"AI 品質檢驗"
description:"AI 從產品圖像偵測缺陷並分類嚴重程度,QA 檢驗員做出最終決定。"

nodes:
  - id: "capture_images"
    type: "system"
    name: "拍攝產品圖像"
    description: "自動化攝影機從生產線擷取圖像。"

  - id: "defect_detect"
    type: "agent"
    subtype: "llm"
    name: "AI 缺陷偵測"
    description: "分析圖像以找出表面缺陷、尺寸誤差與異常。"
    security:
      risk_level: "medium"

  - id: "severity_classify"
    type: "system"
    name: "嚴重程度分類"
    description: "依公差標準將缺陷分類為嚴重、主要或次要。"

  - id: "inspector_review"
    type: "human"
    subtype: "review"
    name: "QA 檢驗員審查"
    description: "檢驗員驗證 AI 結果,並在顯微鏡下檢查邊界案例。"
    security:
      approval_gate: true

  - id: "disposition"
    type: "db"
    subtype: "query"
    name: "記錄處置決定"
    description: "在品質管理系統中記錄接受、返工或報廢的決定。"

edges:
  - from: "capture_images"
    to: "defect_detect"
    mode: "sequential"
  - from: "defect_detect"
    to: "severity_classify"
    mode: "sequential"
  - from: "severity_classify"
    to: "inspector_review"
    mode: "conditional"
    when: "defects.count > 0"
  - from: "severity_classify"
    to: "disposition"
    mode: "conditional"
    when: "defects.count == 0"
    label: "Auto-accept if no defects"
  - from: "inspector_review"
    to: "disposition"
    mode: "sequential"