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  <w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 3"/>
  <w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 3"/>
  <w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 3"/>
  <w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 3"/>
  <w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 3"/>
  <w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 3"/>
  <w:LsdException Locked="false" Priority="70" Name="Dark List Accent 3"/>
  <w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 3"/>
  <w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 3"/>
  <w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 3"/>
  <w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 4"/>
  <w:LsdException Locked="false" Priority="61" Name="Light List Accent 4"/>
  <w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 4"/>
  <w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 4"/>
  <w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 4"/>
  <w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 4"/>
  <w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 4"/>
  <w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 4"/>
  <w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 4"/>
  <w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 4"/>
  <w:LsdException Locked="false" Priority="70" Name="Dark List Accent 4"/>
  <w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 4"/>
  <w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 4"/>
  <w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 4"/>
  <w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 5"/>
  <w:LsdException Locked="false" Priority="61" Name="Light List Accent 5"/>
  <w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 5"/>
  <w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 5"/>
  <w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 5"/>
  <w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 5"/>
  <w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 5"/>
  <w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 5"/>
  <w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 5"/>
  <w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 5"/>
  <w:LsdException Locked="false" Priority="70" Name="Dark List Accent 5"/>
  <w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 5"/>
  <w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 5"/>
  <w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 5"/>
  <w:LsdException Locked="false" Priority="60" Name="Light Shading Accent 6"/>
  <w:LsdException Locked="false" Priority="61" Name="Light List Accent 6"/>
  <w:LsdException Locked="false" Priority="62" Name="Light Grid Accent 6"/>
  <w:LsdException Locked="false" Priority="63" Name="Medium Shading 1 Accent 6"/>
  <w:LsdException Locked="false" Priority="64" Name="Medium Shading 2 Accent 6"/>
  <w:LsdException Locked="false" Priority="65" Name="Medium List 1 Accent 6"/>
  <w:LsdException Locked="false" Priority="66" Name="Medium List 2 Accent 6"/>
  <w:LsdException Locked="false" Priority="67" Name="Medium Grid 1 Accent 6"/>
  <w:LsdException Locked="false" Priority="68" Name="Medium Grid 2 Accent 6"/>
  <w:LsdException Locked="false" Priority="69" Name="Medium Grid 3 Accent 6"/>
  <w:LsdException Locked="false" Priority="70" Name="Dark List Accent 6"/>
  <w:LsdException Locked="false" Priority="71" Name="Colorful Shading Accent 6"/>
  <w:LsdException Locked="false" Priority="72" Name="Colorful List Accent 6"/>
  <w:LsdException Locked="false" Priority="73" Name="Colorful Grid Accent 6"/>
  <w:LsdException Locked="false" Priority="19" QFormat="true"
   Name="Subtle Emphasis"/>
  <w:LsdException Locked="false" Priority="21" QFormat="true"
   Name="Intense Emphasis"/>
  <w:LsdException Locked="false" Priority="31" QFormat="true"
   Name="Subtle Reference"/>
  <w:LsdException Locked="false" Priority="32" QFormat="true"
   Name="Intense Reference"/>
  <w:LsdException Locked="false" Priority="33" QFormat="true" Name="Book Title"/>
  <w:LsdException Locked="false" Priority="37" SemiHidden="true"
   UnhideWhenUsed="true" Name="Bibliography"/>
  <w:LsdException Locked="false" Priority="39" SemiHidden="true"
   UnhideWhenUsed="true" QFormat="true" Name="TOC Heading"/>
  <w:LsdException Locked="false" Priority="41" Name="Plain Table 1"/>
  <w:LsdException Locked="false" Priority="42" Name="Plain Table 2"/>
  <w:LsdException Locked="false" Priority="43" Name="Plain Table 3"/>
  <w:LsdException Locked="false" Priority="44" Name="Plain Table 4"/>
  <w:LsdException Locked="false" Priority="45" Name="Plain Table 5"/>
  <w:LsdException Locked="false" Priority="40" Name="Grid Table Light"/>
  <w:LsdException Locked="false" Priority="46" Name="Grid Table 1 Light"/>
  <w:LsdException Locked="false" Priority="47" Name="Grid Table 2"/>
  <w:LsdException Locked="false" Priority="48" Name="Grid Table 3"/>
  <w:LsdException Locked="false" Priority="49" Name="Grid Table 4"/>
  <w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark"/>
  <w:LsdException Locked="false" Priority="51" Name="Grid Table 6 Colorful"/>
  <w:LsdException Locked="false" Priority="52" Name="Grid Table 7 Colorful"/>
  <w:LsdException Locked="false" Priority="46"
   Name="Grid Table 1 Light Accent 1"/>
  <w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 1"/>
  <w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 1"/>
  <w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 1"/>
  <w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 1"/>
  <w:LsdException Locked="false" Priority="51"
   Name="Grid Table 6 Colorful Accent 1"/>
  <w:LsdException Locked="false" Priority="52"
   Name="Grid Table 7 Colorful Accent 1"/>
  <w:LsdException Locked="false" Priority="46"
   Name="Grid Table 1 Light Accent 2"/>
  <w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 2"/>
  <w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 2"/>
  <w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 2"/>
  <w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 2"/>
  <w:LsdException Locked="false" Priority="51"
   Name="Grid Table 6 Colorful Accent 2"/>
  <w:LsdException Locked="false" Priority="52"
   Name="Grid Table 7 Colorful Accent 2"/>
  <w:LsdException Locked="false" Priority="46"
   Name="Grid Table 1 Light Accent 3"/>
  <w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 3"/>
  <w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 3"/>
  <w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 3"/>
  <w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 3"/>
  <w:LsdException Locked="false" Priority="51"
   Name="Grid Table 6 Colorful Accent 3"/>
  <w:LsdException Locked="false" Priority="52"
   Name="Grid Table 7 Colorful Accent 3"/>
  <w:LsdException Locked="false" Priority="46"
   Name="Grid Table 1 Light Accent 4"/>
  <w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 4"/>
  <w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 4"/>
  <w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 4"/>
  <w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 4"/>
  <w:LsdException Locked="false" Priority="51"
   Name="Grid Table 6 Colorful Accent 4"/>
  <w:LsdException Locked="false" Priority="52"
   Name="Grid Table 7 Colorful Accent 4"/>
  <w:LsdException Locked="false" Priority="46"
   Name="Grid Table 1 Light Accent 5"/>
  <w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 5"/>
  <w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 5"/>
  <w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 5"/>
  <w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 5"/>
  <w:LsdException Locked="false" Priority="51"
   Name="Grid Table 6 Colorful Accent 5"/>
  <w:LsdException Locked="false" Priority="52"
   Name="Grid Table 7 Colorful Accent 5"/>
  <w:LsdException Locked="false" Priority="46"
   Name="Grid Table 1 Light Accent 6"/>
  <w:LsdException Locked="false" Priority="47" Name="Grid Table 2 Accent 6"/>
  <w:LsdException Locked="false" Priority="48" Name="Grid Table 3 Accent 6"/>
  <w:LsdException Locked="false" Priority="49" Name="Grid Table 4 Accent 6"/>
  <w:LsdException Locked="false" Priority="50" Name="Grid Table 5 Dark Accent 6"/>
  <w:LsdException Locked="false" Priority="51"
   Name="Grid Table 6 Colorful Accent 6"/>
  <w:LsdException Locked="false" Priority="52"
   Name="Grid Table 7 Colorful Accent 6"/>
  <w:LsdException Locked="false" Priority="46" Name="List Table 1 Light"/>
  <w:LsdException Locked="false" Priority="47" Name="List Table 2"/>
  <w:LsdException Locked="false" Priority="48" Name="List Table 3"/>
  <w:LsdException Locked="false" Priority="49" Name="List Table 4"/>
  <w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark"/>
  <w:LsdException Locked="false" Priority="51" Name="List Table 6 Colorful"/>
  <w:LsdException Locked="false" Priority="52" Name="List Table 7 Colorful"/>
  <w:LsdException Locked="false" Priority="46"
   Name="List Table 1 Light Accent 1"/>
  <w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 1"/>
  <w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 1"/>
  <w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 1"/>
  <w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 1"/>
  <w:LsdException Locked="false" Priority="51"
   Name="List Table 6 Colorful Accent 1"/>
  <w:LsdException Locked="false" Priority="52"
   Name="List Table 7 Colorful Accent 1"/>
  <w:LsdException Locked="false" Priority="46"
   Name="List Table 1 Light Accent 2"/>
  <w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 2"/>
  <w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 2"/>
  <w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 2"/>
  <w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 2"/>
  <w:LsdException Locked="false" Priority="51"
   Name="List Table 6 Colorful Accent 2"/>
  <w:LsdException Locked="false" Priority="52"
   Name="List Table 7 Colorful Accent 2"/>
  <w:LsdException Locked="false" Priority="46"
   Name="List Table 1 Light Accent 3"/>
  <w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 3"/>
  <w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 3"/>
  <w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 3"/>
  <w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 3"/>
  <w:LsdException Locked="false" Priority="51"
   Name="List Table 6 Colorful Accent 3"/>
  <w:LsdException Locked="false" Priority="52"
   Name="List Table 7 Colorful Accent 3"/>
  <w:LsdException Locked="false" Priority="46"
   Name="List Table 1 Light Accent 4"/>
  <w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 4"/>
  <w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 4"/>
  <w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 4"/>
  <w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 4"/>
  <w:LsdException Locked="false" Priority="51"
   Name="List Table 6 Colorful Accent 4"/>
  <w:LsdException Locked="false" Priority="52"
   Name="List Table 7 Colorful Accent 4"/>
  <w:LsdException Locked="false" Priority="46"
   Name="List Table 1 Light Accent 5"/>
  <w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 5"/>
  <w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 5"/>
  <w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 5"/>
  <w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 5"/>
  <w:LsdException Locked="false" Priority="51"
   Name="List Table 6 Colorful Accent 5"/>
  <w:LsdException Locked="false" Priority="52"
   Name="List Table 7 Colorful Accent 5"/>
  <w:LsdException Locked="false" Priority="46"
   Name="List Table 1 Light Accent 6"/>
  <w:LsdException Locked="false" Priority="47" Name="List Table 2 Accent 6"/>
  <w:LsdException Locked="false" Priority="48" Name="List Table 3 Accent 6"/>
  <w:LsdException Locked="false" Priority="49" Name="List Table 4 Accent 6"/>
  <w:LsdException Locked="false" Priority="50" Name="List Table 5 Dark Accent 6"/>
  <w:LsdException Locked="false" Priority="51"
   Name="List Table 6 Colorful Accent 6"/>
  <w:LsdException Locked="false" Priority="52"
   Name="List Table 7 Colorful Accent 6"/>
 </w:LatentStyles>
</xml><![endif]-->
<style>
<!--
:root {
            --primary-color: #2c3e50;
            --secondary-color: #3498db;
            --accent-color: #e74c3c;
            --bg-color: #f4f7f6;
            --text-color: #333;
        }
body
	{background-color: var(--bg-color);
	color: var(--text-color);}
header {
            background: var(--primary-color);
            color: white;
            padding: 2rem 0;
            text-align: center;
            box-shadow: 0 2px 5px rgba(0,0,0,0.1);
        }
nav {
            background: #fff;
            padding: 10px;
            position: sticky;
            top: 0;
            z-index: 1000;
            display: flex;
            justify-content: center;
            gap: 15px;
            box-shadow: 0 2px 5px rgba(0,0,0,0.05);
        }
nav a {
            text-decoration: none;
            color: var(--primary-color);
            font-weight: bold;
            font-size: 0.9rem;
        }
.CONTAINER
	{max-width: 1000px;}
section {
            background: white;
            margin-bottom: 30px;
            padding: 30px;
            border-radius: 8px;
            box-shadow: 0 4px 6px rgba(0,0,0,0.05);
        }
h2
	{color: var(--secondary-color);
	border-bottom: 2px solid var(--secondary-color);}
h3
	{color: var(--primary-color);}
.CODE-BLOCK
	{border-radius: 5px;
	overflow-x: auto;}
.FEATURE-GRID
	{display: grid;
	grid-template-columns: repeat(auto-fit, minmax(300px, 1fr));
	gap: 20px;}
.CARD
	{border-radius: 8px;}
.CARD img
	{max-width: 100%;
	border-radius: 5px;}
.STATUS-BADGE
	{display: inline-block;
	border-radius: 15px;
	font-size: 0.8rem;}
footer {
            text-align: center;
            padding: 20px;
            color: #7f8c8d;
            font-size: 0.9rem;
        }

 /* Font Definitions */
 @font-face
	{font-family:Helvetica;
	panose-1:2 11 6 4 2 2 2 2 2 4;
	mso-font-charset:0;
	mso-generic-font-family:swiss;
	mso-font-pitch:variable;
	mso-font-signature:-536858881 -1073711013 9 0 511 0;}
@font-face
	{font-family:Wingdings;
	panose-1:5 0 0 0 0 0 0 0 0 0;
	mso-font-charset:2;
	mso-generic-font-family:auto;
	mso-font-pitch:variable;
	mso-font-signature:0 268435456 0 0 -2147483648 0;}
@font-face
	{font-family:新細明體;
	panose-1:2 2 5 0 0 0 0 0 0 0;
	mso-font-alt:PMingLiU;
	mso-font-charset:136;
	mso-generic-font-family:roman;
	mso-font-pitch:variable;
	mso-font-signature:-1610611969 684719354 22 0 1048577 0;}
@font-face
	{font-family:"Cambria Math";
	panose-1:2 4 5 3 5 4 6 3 2 4;
	mso-font-charset:1;
	mso-generic-font-family:roman;
	mso-font-pitch:variable;
	mso-font-signature:0 0 0 0 0 0;}
@font-face
	{font-family:"Segoe UI";
	panose-1:2 11 5 2 4 2 4 2 2 3;
	mso-font-charset:0;
	mso-generic-font-family:swiss;
	mso-font-pitch:variable;
	mso-font-signature:-469750017 -1073683329 9 0 511 0;}
@font-face
	{font-family:"\@新細明體";
	panose-1:2 1 6 1 0 1 1 1 1 1;
	mso-font-charset:136;
	mso-generic-font-family:roman;
	mso-font-pitch:variable;
	mso-font-signature:-1610611969 684719354 22 0 1048577 0;}
 /* Style Definitions */
 p.MsoNormal, li.MsoNormal, div.MsoNormal
	{mso-style-unhide:no;
	mso-style-qformat:yes;
	mso-style-parent:"";
	margin:0cm;
	margin-bottom:.0001pt;
	mso-pagination:widow-orphan;
	font-size:12.0pt;
	font-family:"新細明體",serif;
	mso-bidi-font-family:新細明體;}
h1
	{mso-style-priority:9;
	mso-style-unhide:no;
	mso-style-qformat:yes;
	mso-style-link:"標題 1 字元";
	mso-margin-top-alt:auto;
	margin-right:0cm;
	mso-margin-bottom-alt:auto;
	margin-left:0cm;
	mso-pagination:widow-orphan;
	mso-outline-level:1;
	font-size:24.0pt;
	font-family:"新細明體",serif;
	mso-bidi-font-family:新細明體;
	font-weight:bold;}
h2
	{mso-style-priority:9;
	mso-style-unhide:no;
	mso-style-qformat:yes;
	mso-style-link:"標題 2 字元";
	mso-margin-top-alt:auto;
	margin-right:0cm;
	mso-margin-bottom-alt:auto;
	margin-left:0cm;
	mso-pagination:widow-orphan;
	mso-outline-level:2;
	font-size:18.0pt;
	font-family:"新細明體",serif;
	mso-bidi-font-family:新細明體;
	font-weight:bold;}
h3
	{mso-style-priority:9;
	mso-style-unhide:no;
	mso-style-qformat:yes;
	mso-style-link:"標題 3 字元";
	mso-margin-top-alt:auto;
	margin-right:0cm;
	mso-margin-bottom-alt:auto;
	margin-left:0cm;
	mso-pagination:widow-orphan;
	mso-outline-level:3;
	font-size:13.5pt;
	font-family:"新細明體",serif;
	mso-bidi-font-family:新細明體;
	font-weight:bold;}
a:link, span.MsoHyperlink
	{mso-style-noshow:yes;
	mso-style-priority:99;
	color:blue;
	text-decoration:underline;
	text-underline:single;}
a:visited, span.MsoHyperlinkFollowed
	{mso-style-noshow:yes;
	mso-style-priority:99;
	color:purple;
	text-decoration:underline;
	text-underline:single;}
p
	{mso-style-noshow:yes;
	mso-style-priority:99;
	mso-margin-top-alt:auto;
	margin-right:0cm;
	mso-margin-bottom-alt:auto;
	margin-left:0cm;
	mso-pagination:widow-orphan;
	font-size:12.0pt;
	font-family:"新細明體",serif;
	mso-bidi-font-family:新細明體;}
span.2
	{mso-style-name:"標題 2 字元";
	mso-style-noshow:yes;
	mso-style-priority:9;
	mso-style-unhide:no;
	mso-style-locked:yes;
	mso-style-link:"標題 2";
	mso-ansi-font-size:24.0pt;
	mso-bidi-font-size:24.0pt;
	font-family:"Calibri Light",sans-serif;
	mso-ascii-font-family:"Calibri Light";
	mso-ascii-theme-font:major-latin;
	mso-fareast-font-family:新細明體;
	mso-fareast-theme-font:major-fareast;
	mso-hansi-font-family:"Calibri Light";
	mso-hansi-theme-font:major-latin;
	mso-bidi-font-family:"Times New Roman";
	mso-bidi-theme-font:major-bidi;
	font-weight:bold;}
p.msonormal0, li.msonormal0, div.msonormal0
	{mso-style-name:msonormal;
	mso-style-unhide:no;
	mso-margin-top-alt:auto;
	margin-right:0cm;
	mso-margin-bottom-alt:auto;
	margin-left:0cm;
	mso-pagination:widow-orphan;
	font-size:12.0pt;
	font-family:"新細明體",serif;
	mso-bidi-font-family:新細明體;}
p.container, li.container, div.container
	{mso-style-name:container;
	mso-style-unhide:no;
	margin-top:15.0pt;
	margin-right:0cm;
	margin-bottom:15.0pt;
	margin-left:0cm;
	mso-pagination:widow-orphan;
	font-size:12.0pt;
	font-family:"新細明體",serif;
	mso-bidi-font-family:新細明體;}
p.code-block, li.code-block, div.code-block
	{mso-style-name:code-block;
	mso-style-unhide:no;
	mso-margin-top-alt:auto;
	margin-right:0cm;
	mso-margin-bottom-alt:auto;
	margin-left:0cm;
	mso-pagination:widow-orphan;
	background:#2D3436;
	font-size:12.0pt;
	font-family:"Courier New";
	mso-fareast-font-family:新細明體;
	color:#DFE6E9;}
p.feature-grid, li.feature-grid, div.feature-grid
	{mso-style-name:feature-grid;
	mso-style-unhide:no;
	margin-top:15.0pt;
	margin-right:0cm;
	mso-margin-bottom-alt:auto;
	margin-left:0cm;
	mso-pagination:widow-orphan;
	font-size:12.0pt;
	font-family:"新細明體",serif;
	mso-bidi-font-family:新細明體;}
p.card, li.card, div.card
	{mso-style-name:card;
	mso-style-unhide:no;
	mso-margin-top-alt:auto;
	margin-right:0cm;
	mso-margin-bottom-alt:auto;
	margin-left:0cm;
	text-align:center;
	mso-pagination:widow-orphan;
	border:none;
	mso-border-alt:solid #DDDDDD .75pt;
	padding:0cm;
	mso-padding-alt:11.0pt 11.0pt 11.0pt 11.0pt;
	font-size:12.0pt;
	font-family:"新細明體",serif;
	mso-bidi-font-family:新細明體;}
p.status-badge, li.status-badge, div.status-badge
	{mso-style-name:status-badge;
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</head>

<body lang=ZH-TW link=blue vlink=purple style='tab-interval:24.0pt'>

<div class=WordSection1>

<h1><span lang=EN-US style='font-family:"Segoe UI",sans-serif'>AI </span><span
style='mso-ascii-font-family:"Segoe UI";mso-hansi-font-family:"Segoe UI";
mso-bidi-font-family:"Segoe UI"'>智慧監視系統製作專案報告</span><span lang=EN-US
style='font-family:"Segoe UI",sans-serif'><o:p></o:p></span></h1>

<h1><span style='font-size:18.0pt;mso-ascii-font-family:"Segoe UI";mso-hansi-font-family:
"Segoe UI";mso-bidi-font-family:"Segoe UI"'>姓名</span><span lang=EN-US
style='font-size:18.0pt;font-family:"Segoe UI",sans-serif'>:1121410025</span><span
style='font-size:18.0pt;mso-ascii-font-family:"Segoe UI";mso-hansi-font-family:
"Segoe UI";mso-bidi-font-family:"Segoe UI"'>林浩民</span><span lang=EN-US
style='font-size:18.0pt;font-family:"Segoe UI",sans-serif'><o:p></o:p></span></h1>

<h1><span style='font-size:18.0pt;mso-ascii-font-family:"Segoe UI";mso-hansi-font-family:
"Segoe UI";mso-bidi-font-family:"Segoe UI"'>姓名</span><span lang=EN-US
style='font-size:18.0pt;font-family:"Segoe UI",sans-serif'>:1121410033 </span><span
style='font-size:18.0pt;mso-ascii-font-family:"Segoe UI";mso-hansi-font-family:
"Segoe UI";mso-bidi-font-family:"Segoe UI"'>賴昱宏</span><span lang=EN-US
style='font-size:18.0pt;font-family:"Segoe UI",sans-serif'><o:p></o:p></span></h1>

<h1><span style='font-size:18.0pt;mso-ascii-font-family:Helvetica;mso-hansi-font-family:
Helvetica;mso-bidi-font-family:Helvetica;color:#404040;letter-spacing:.4pt;
background:white'>姓名</span><span lang=EN-US style='font-size:18.0pt;font-family:
"Helvetica",sans-serif;color:#404040;letter-spacing:.4pt;background:white'>:1121410030</span></span><span
style='font-size:18.0pt;color:#404040;letter-spacing:.4pt;background:white'><span
style='font-variant-ligatures: normal;font-variant-caps: normal;orphans: 2;
text-align:start;widows: 2;-webkit-text-stroke-width: 0px;text-decoration-thickness: initial;
text-decoration-style: initial;text-decoration-color: initial;word-spacing:
0px'>張喆勛</span></span><span lang=EN-US style='font-size:18.0pt;font-family:
"Segoe UI",sans-serif'><o:p></o:p></span></h1>

<p><span style='mso-ascii-font-family:"Segoe UI";mso-hansi-font-family:"Segoe UI";
mso-bidi-font-family:"Segoe UI"'>基於</span><span lang=EN-US style='font-family:
"Segoe UI",sans-serif'> Raspberry Pi </span><span style='mso-ascii-font-family:
"Segoe UI";mso-hansi-font-family:"Segoe UI";mso-bidi-font-family:"Segoe UI"'>與</span><span
lang=EN-US style='font-family:"Segoe UI",sans-serif'> <span class=SpellE>MediaPipe</span>
/ YOLO </span><span style='mso-ascii-font-family:"Segoe UI";mso-hansi-font-family:
"Segoe UI";mso-bidi-font-family:"Segoe UI"'>之開發實作</span><span lang=EN-US
style='font-family:"Segoe UI",sans-serif'><o:p></o:p></span></p>

<p class=MsoNormal><span lang=EN-US style='font-family:"Segoe UI",sans-serif'><a
href="#structure"></header><nav><span lang=EN-US style='font-family:"新細明體",serif;
mso-ascii-font-family:"Segoe UI";mso-hansi-font-family:"Segoe UI"'><span
lang=EN-US>專案結構</span></span></a> <a href="#uml"><span lang=EN-US
style='font-family:"新細明體",serif;mso-ascii-font-family:"Segoe UI";mso-hansi-font-family:
"Segoe UI"'><span lang=EN-US>系統環境圖</span></span></a> <a href="#test1">WebCam<span
lang=EN-US style='font-family:"新細明體",serif;mso-ascii-font-family:"Segoe UI";
mso-hansi-font-family:"Segoe UI"'><span lang=EN-US>測試</span></span></a> <a
href="#test2">YOLO<span lang=EN-US style='font-family:"新細明體",serif;mso-ascii-font-family:
"Segoe UI";mso-hansi-font-family:"Segoe UI"'><span lang=EN-US>測試</span></span></a>
<a href="#test3"><span lang=EN-US style='font-family:"新細明體",serif;mso-ascii-font-family:
"Segoe UI";mso-hansi-font-family:"Segoe UI"'><span lang=EN-US>手部偵測</span></span></a>
<a href="#test4"><span class=GramE><span lang=EN-US style='font-family:"新細明體",serif;
mso-ascii-font-family:"Segoe UI";mso-hansi-font-family:"Segoe UI"'><span
lang=EN-US>臉部網格</span></span></span></a> <o:p></o:p></span></p>

</nav>

<div style='margin-top:15.0pt;margin-bottom:15.0pt'><section>

<h2><span lang=EN-US style='font-family:"Segoe UI",sans-serif'>(1) AI </span><span
style='mso-ascii-font-family:"Segoe UI";mso-hansi-font-family:"Segoe UI";
mso-bidi-font-family:"Segoe UI"'>監視系統製作概述</span><span lang=EN-US
style='font-family:"Segoe UI",sans-serif'><o:p></o:p></span></h2>

<p><span style='mso-ascii-font-family:"Segoe UI";mso-hansi-font-family:"Segoe UI";
mso-bidi-font-family:"Segoe UI"'>本專案旨在利用開源</span><span lang=EN-US
style='font-family:"Segoe UI",sans-serif'> AI </span><span style='mso-ascii-font-family:
"Segoe UI";mso-hansi-font-family:"Segoe UI";mso-bidi-font-family:"Segoe UI"'>框架與嵌入式系統，建立一套具備即時影像辨識能力的監控平台。透過整合網頁串流技術與機器學習模型，實現人臉、<span
class=GramE>手部及物件</span>的自動偵測與分類。</span><span lang=EN-US style='font-family:
"Segoe UI",sans-serif'><o:p></o:p></span></p>

</section><section id="structure">

<h2><span lang=EN-US style='font-family:"Segoe UI",sans-serif'>(2) </span><span
style='mso-ascii-font-family:"Segoe UI";mso-hansi-font-family:"Segoe UI";
mso-bidi-font-family:"Segoe UI"'>資訊專案結構說明</span><span lang=EN-US
style='font-family:"Segoe UI",sans-serif'><o:p></o:p></span></h2>

<p><span style='mso-ascii-font-family:"Segoe UI";mso-hansi-font-family:"Segoe UI";
mso-bidi-font-family:"Segoe UI"'>專案採用模組化設計，主要包含以下部分：</span><span lang=EN-US
style='font-family:"Segoe UI",sans-serif'><o:p></o:p></span></p>

<ul type=disc>
 <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;
     mso-list:l0 level1 lfo1;tab-stops:list 36.0pt'><strong><span
     style='font-family:"新細明體",serif;mso-ascii-font-family:"Segoe UI";
     mso-hansi-font-family:"Segoe UI";mso-bidi-font-family:"Segoe UI"'>前端介面：</span></strong><span
     lang=EN-US style='font-family:"Segoe UI",sans-serif'> HTML5 / CSS3 /
     JavaScript (</span><span style='mso-ascii-font-family:"Segoe UI";
     mso-hansi-font-family:"Segoe UI";mso-bidi-font-family:"Segoe UI"'>用於即時影像呈現</span><span
     lang=EN-US style='font-family:"Segoe UI",sans-serif'>)</span><span
     style='mso-ascii-font-family:"Segoe UI";mso-hansi-font-family:"Segoe UI";
     mso-bidi-font-family:"Segoe UI"'>。</span><span lang=EN-US
     style='font-family:"Segoe UI",sans-serif'><o:p></o:p></span></li>
 <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;
     mso-list:l0 level1 lfo1;tab-stops:list 36.0pt'><strong><span
     style='font-family:"新細明體",serif;mso-ascii-font-family:"Segoe UI";
     mso-hansi-font-family:"Segoe UI";mso-bidi-font-family:"Segoe UI"'>影像處理：</span></strong><span
     lang=EN-US style='font-family:"Segoe UI",sans-serif'> <span class=SpellE>OpenCV</span>,
     <span class=SpellE>MediaPipe</span>, YOLOv8</span><span style='mso-ascii-font-family:
     "Segoe UI";mso-hansi-font-family:"Segoe UI";mso-bidi-font-family:"Segoe UI"'>。</span><span
     lang=EN-US style='font-family:"Segoe UI",sans-serif'><o:p></o:p></span></li>
 <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;
     mso-list:l0 level1 lfo1;tab-stops:list 36.0pt'><strong><span
     style='font-family:"新細明體",serif;mso-ascii-font-family:"Segoe UI";
     mso-hansi-font-family:"Segoe UI";mso-bidi-font-family:"Segoe UI"'>通訊協定：</span></strong><span
     lang=EN-US style='font-family:"Segoe UI",sans-serif'> HTTP / Flask Web </span><span
     style='mso-ascii-font-family:"Segoe UI";mso-hansi-font-family:"Segoe UI";
     mso-bidi-font-family:"Segoe UI"'>框架</span><span lang=EN-US
     style='font-family:"Segoe UI",sans-serif'> (</span><span style='mso-ascii-font-family:
     "Segoe UI";mso-hansi-font-family:"Segoe UI";mso-bidi-font-family:"Segoe UI"'>實作影像串流伺服器</span><span
     lang=EN-US style='font-family:"Segoe UI",sans-serif'>)</span><span
     style='mso-ascii-font-family:"Segoe UI";mso-hansi-font-family:"Segoe UI";
     mso-bidi-font-family:"Segoe UI"'>。</span><span lang=EN-US
     style='font-family:"Segoe UI",sans-serif'><o:p></o:p></span></li>
 <li class=MsoNormal style='mso-margin-top-alt:auto;mso-margin-bottom-alt:auto;
     mso-list:l0 level1 lfo1;tab-stops:list 36.0pt'><strong><span
     style='font-family:"新細明體",serif;mso-ascii-font-family:"Segoe UI";
     mso-hansi-font-family:"Segoe UI";mso-bidi-font-family:"Segoe UI"'>硬體端：</span></strong><span
     lang=EN-US style='font-family:"Segoe UI",sans-serif'> Raspberry Pi / Web
     Camera</span><span style='mso-ascii-font-family:"Segoe UI";mso-hansi-font-family:
     "Segoe UI";mso-bidi-font-family:"Segoe UI"'>。</span><span lang=EN-US
     style='font-family:"Segoe UI",sans-serif'><o:p></o:p></span></li>
</ul>

</section><section id="uml">

<h2><span lang=EN-US style='font-family:"Segoe UI",sans-serif'>(3) </span><span
style='mso-ascii-font-family:"Segoe UI";mso-hansi-font-family:"Segoe UI";
mso-bidi-font-family:"Segoe UI"'>資訊系統環境圖</span><span lang=EN-US
style='font-family:"Segoe UI",sans-serif'> (UML) </span><span style='mso-ascii-font-family:
"Segoe UI";mso-hansi-font-family:"Segoe UI";mso-bidi-font-family:"Segoe UI"'>與邏輯</span><span
lang=EN-US style='font-family:"Segoe UI",sans-serif'><o:p></o:p></span></h2>

<h3><span style='mso-ascii-font-family:"Segoe UI";mso-hansi-font-family:"Segoe UI";
mso-bidi-font-family:"Segoe UI"'>系統環境架構</span><span lang=EN-US
style='font-family:"Segoe UI",sans-serif'><o:p></o:p></span></h3>

<p><span style='mso-ascii-font-family:"Segoe UI";mso-hansi-font-family:"Segoe UI";
mso-bidi-font-family:"Segoe UI"'>透過</span><span lang=EN-US style='font-family:
"Segoe UI",sans-serif'> SSH </span><span style='mso-ascii-font-family:"Segoe UI";
mso-hansi-font-family:"Segoe UI";mso-bidi-font-family:"Segoe UI"'>遠端連線至</span><span
lang=EN-US style='font-family:"Segoe UI",sans-serif'> Raspberry Pi</span><span
style='mso-ascii-font-family:"Segoe UI";mso-hansi-font-family:"Segoe UI";
mso-bidi-font-family:"Segoe UI"'>，並利用</span><span lang=EN-US style='font-family:
"Segoe UI",sans-serif'> Python </span><span style='mso-ascii-font-family:"Segoe UI";
mso-hansi-font-family:"Segoe UI";mso-bidi-font-family:"Segoe UI"'>環境執行核心辨識邏輯。使用者可經由同一網域下的</span><span
lang=EN-US style='font-family:"Segoe UI",sans-serif'> PC </span><span
style='mso-ascii-font-family:"Segoe UI";mso-hansi-font-family:"Segoe UI";
mso-bidi-font-family:"Segoe UI"'>瀏覽器查看辨識結果。</span><span lang=EN-US
style='font-family:"Segoe UI",sans-serif'><o:p></o:p></span></p>

<h3><span style='mso-ascii-font-family:"Segoe UI";mso-hansi-font-family:"Segoe UI";
mso-bidi-font-family:"Segoe UI"'>程式核心邏輯</span><span lang=EN-US
style='font-family:"Segoe UI",sans-serif'><o:p></o:p></span></h3>

<div>

<p class=MsoNormal style='background:#2D3436'><span lang=EN-US
style='font-family:"Courier New";color:#DFE6E9'>1. </span><span
style='mso-ascii-font-family:"Courier New";mso-hansi-font-family:"Courier New";
mso-bidi-font-family:"Courier New";color:#DFE6E9'>初始化</span><span lang=EN-US
style='font-family:"Courier New";color:#DFE6E9'> Camera </span><span
style='mso-ascii-font-family:"Courier New";mso-hansi-font-family:"Courier New";
mso-bidi-font-family:"Courier New";color:#DFE6E9'>並載入</span><span lang=EN-US
style='font-family:"Courier New";color:#DFE6E9'> AI </span><span
style='mso-ascii-font-family:"Courier New";mso-hansi-font-family:"Courier New";
mso-bidi-font-family:"Courier New";color:#DFE6E9'>模型</span><span lang=EN-US
style='font-family:"Courier New";color:#DFE6E9'> (<span class=SpellE>MediaPipe</span>/YOLO)<br>
2. </span><span style='mso-ascii-font-family:"Courier New";mso-hansi-font-family:
"Courier New";mso-bidi-font-family:"Courier New";color:#DFE6E9'>進入</span><span
lang=EN-US style='font-family:"Courier New";color:#DFE6E9'> While </span><span
class=GramE><span style='mso-ascii-font-family:"Courier New";mso-hansi-font-family:
"Courier New";mso-bidi-font-family:"Courier New";color:#DFE6E9'>迴</span></span><span
style='mso-ascii-font-family:"Courier New";mso-hansi-font-family:"Courier New";
mso-bidi-font-family:"Courier New";color:#DFE6E9'>圈：讀取<span class=GramE>影像影格</span></span><span
lang=EN-US style='font-family:"Courier New";color:#DFE6E9'> (Frame)<br>
3. </span><span class=GramE><span style='mso-ascii-font-family:"Courier New";
mso-hansi-font-family:"Courier New";mso-bidi-font-family:"Courier New";
color:#DFE6E9'>將影格轉換</span></span><span style='mso-ascii-font-family:"Courier New";
mso-hansi-font-family:"Courier New";mso-bidi-font-family:"Courier New";
color:#DFE6E9'>為</span><span lang=EN-US style='font-family:"Courier New";
color:#DFE6E9'> RGB </span><span style='mso-ascii-font-family:"Courier New";
mso-hansi-font-family:"Courier New";mso-bidi-font-family:"Courier New";
color:#DFE6E9'>並送入模型進行</span><span lang=EN-US style='font-family:"Courier New";
color:#DFE6E9'> Inference (</span><span style='mso-ascii-font-family:"Courier New";
mso-hansi-font-family:"Courier New";mso-bidi-font-family:"Courier New";
color:#DFE6E9'>推理</span><span lang=EN-US style='font-family:"Courier New";
color:#DFE6E9'>)<br>
4. </span><span class=GramE><span style='mso-ascii-font-family:"Courier New";
mso-hansi-font-family:"Courier New";mso-bidi-font-family:"Courier New";
color:#DFE6E9'>在影格上</span></span><span style='mso-ascii-font-family:"Courier New";
mso-hansi-font-family:"Courier New";mso-bidi-font-family:"Courier New";
color:#DFE6E9'>繪製標記</span><span lang=EN-US style='font-family:"Courier New";
color:#DFE6E9'> (Landmarks / Bounding Box)<br>
5. </span><span style='mso-ascii-font-family:"Courier New";mso-hansi-font-family:
"Courier New";mso-bidi-font-family:"Courier New";color:#DFE6E9'>透過</span><span
lang=EN-US style='font-family:"Courier New";color:#DFE6E9'> Flask Response </span><span
style='mso-ascii-font-family:"Courier New";mso-hansi-font-family:"Courier New";
mso-bidi-font-family:"Courier New";color:#DFE6E9'>將<span class=GramE>影格串</span>流至網頁端</span><span
style='font-family:"Courier New";color:#DFE6E9'> <span lang=EN-US><o:p></o:p></span></span></p>

</div>

</section><section id="test1">

<h2><span lang=EN-US style='font-family:"Segoe UI",sans-serif'>(4) </span><span
style='mso-ascii-font-family:"Segoe UI";mso-hansi-font-family:"Segoe UI";
mso-bidi-font-family:"Segoe UI"'>功能測試<span class=GramE>一</span></span><span
lang=EN-US style='font-family:"Segoe UI",sans-serif'> : Web Camera<o:p></o:p></span></h2>

<p><span style='mso-ascii-font-family:"Segoe UI";mso-hansi-font-family:"Segoe UI";
mso-bidi-font-family:"Segoe UI"'>測試硬體連線是否正常，並透過指令確認</span><span lang=EN-US
style='font-family:"Segoe UI",sans-serif'> Linux </span><span style='mso-ascii-font-family:
"Segoe UI";mso-hansi-font-family:"Segoe UI";mso-bidi-font-family:"Segoe UI"'>下的裝置掛載情況。</span><span
lang=EN-US style='font-family:"Segoe UI",sans-serif'><o:p></o:p></span></p>

<div>

<p class=MsoNormal style='background:#2D3436'><span lang=EN-US
style='font-family:"Courier New";color:#DFE6E9'>$ ls /dev/video*<br>
$ <span class=SpellE>fswebcam</span> test.jpg <o:p></o:p></span></p>

</div>

<p><span style='mso-ascii-font-family:"Segoe UI";mso-hansi-font-family:"Segoe UI";
mso-bidi-font-family:"Segoe UI"'>實測結果：相機能正常開啟並擷取解析度為</span><span lang=EN-US
style='font-family:"Segoe UI",sans-serif'> 352x288 </span><span
style='mso-ascii-font-family:"Segoe UI";mso-hansi-font-family:"Segoe UI";
mso-bidi-font-family:"Segoe UI"'>之靜態影像。</span><span lang=EN-US
style='font-family:"Segoe UI",sans-serif'><o:p></o:p></span></p>

</section><section id="test2">

<h2><span lang=EN-US style='font-family:"Segoe UI",sans-serif'>(5) </span><span
style='mso-ascii-font-family:"Segoe UI";mso-hansi-font-family:"Segoe UI";
mso-bidi-font-family:"Segoe UI"'>功能測試二</span><span lang=EN-US style='font-family:
"Segoe UI",sans-serif'> : YOLO </span><span style='mso-ascii-font-family:"Segoe UI";
mso-hansi-font-family:"Segoe UI";mso-bidi-font-family:"Segoe UI"'>物件偵測</span><span
lang=EN-US style='font-family:"Segoe UI",sans-serif'><o:p></o:p></span></h2>

<p><span style='mso-ascii-font-family:"Segoe UI";mso-hansi-font-family:"Segoe UI";
mso-bidi-font-family:"Segoe UI"'>利用</span><span lang=EN-US style='font-family:
"Segoe UI",sans-serif'> YOLO </span><span style='mso-ascii-font-family:"Segoe UI";
mso-hansi-font-family:"Segoe UI";mso-bidi-font-family:"Segoe UI"'>模型進行環境中的物件類別辨識，包含人、辦公設備等標籤分類。</span><span
lang=EN-US style='font-family:"Segoe UI",sans-serif'><o:p></o:p></span></p>

<div>

<p class=MsoNormal style='background:#27AE60'><span style='mso-ascii-font-family:
"Segoe UI";mso-hansi-font-family:"Segoe UI";mso-bidi-font-family:"Segoe UI";
color:white'>測試通過</span><span lang=EN-US style='font-family:"Segoe UI",sans-serif;
color:white'> (Success)<span style='mso-no-proof:yes'><!--[if gte vml 1]><v:shapetype
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 path="m@4@5l@4@11@9@11@9@5xe" filled="f" stroked="f">
 <v:stroke joinstyle="miter"/>
 <v:formulas>
  <v:f eqn="if lineDrawn pixelLineWidth 0"/>
  <v:f eqn="sum @0 1 0"/>
  <v:f eqn="sum 0 0 @1"/>
  <v:f eqn="prod @2 1 2"/>
  <v:f eqn="prod @3 21600 pixelWidth"/>
  <v:f eqn="prod @3 21600 pixelHeight"/>
  <v:f eqn="sum @0 0 1"/>
  <v:f eqn="prod @6 1 2"/>
  <v:f eqn="prod @7 21600 pixelWidth"/>
  <v:f eqn="sum @8 21600 0"/>
  <v:f eqn="prod @7 21600 pixelHeight"/>
  <v:f eqn="sum @10 21600 0"/>
 </v:formulas>
 <v:path o:extrusionok="f" gradientshapeok="t" o:connecttype="rect"/>
 <o:lock v:ext="edit" aspectratio="t"/>
</v:shapetype><v:shape id="圖片_x0020_1" o:spid="_x0000_i1027" type="#_x0000_t75"
 style='width:415.5pt;height:311.25pt;visibility:visible;mso-wrap-style:square'>
 <v:imagedata src="0401.files/image001.jpg" o:title=""/>
</v:shape><![endif]--><![if !vml]><img border=0 width=554 height=415
src="0401.files/image002.jpg" v:shapes="圖片_x0020_1"><![endif]> </span><o:p></o:p></span></p>

</div>

</section><section id="test3">

<h2><span lang=EN-US style='font-family:"Segoe UI",sans-serif'>(6) </span><span
style='mso-ascii-font-family:"Segoe UI";mso-hansi-font-family:"Segoe UI";
mso-bidi-font-family:"Segoe UI"'>功能測試三</span><span lang=EN-US style='font-family:
"Segoe UI",sans-serif'> : </span><span style='mso-ascii-font-family:"Segoe UI";
mso-hansi-font-family:"Segoe UI";mso-bidi-font-family:"Segoe UI"'>手部偵測</span><span
lang=EN-US style='font-family:"Segoe UI",sans-serif'> (<span class=SpellE>MediaPipe</span>)<o:p></o:p></span></h2>

<p><span style='mso-ascii-font-family:"Segoe UI";mso-hansi-font-family:"Segoe UI";
mso-bidi-font-family:"Segoe UI"'>實作</span><span lang=EN-US style='font-family:
"Segoe UI",sans-serif'> <span class=SpellE>MediaPipe</span> Hands </span><span
style='mso-ascii-font-family:"Segoe UI";mso-hansi-font-family:"Segoe UI";
mso-bidi-font-family:"Segoe UI"'>模型，精<span class=GramE>準</span>定位手部</span><span
lang=EN-US style='font-family:"Segoe UI",sans-serif'> 21 </span><span
class=GramE><span style='mso-ascii-font-family:"Segoe UI";mso-hansi-font-family:
"Segoe UI";mso-bidi-font-family:"Segoe UI"'>個</span></span><span
style='mso-ascii-font-family:"Segoe UI";mso-hansi-font-family:"Segoe UI";
mso-bidi-font-family:"Segoe UI"'>關鍵點位。</span><span lang=EN-US style='font-family:
"Segoe UI",sans-serif'><o:p></o:p></span></p>

<div style='border:solid #DDDDDD 1.0pt;mso-border-alt:solid #DDDDDD .75pt;
padding:11.0pt 11.0pt 11.0pt 11.0pt'>

<h3 align=center style='text-align:center'><span class=SpellE><span lang=EN-US
style='font-family:"Segoe UI",sans-serif'>RPi</span></span><span lang=EN-US
style='font-family:"Segoe UI",sans-serif'> <span class=SpellE>MediaPipe</span>
Stream<o:p></o:p></span></h3>

<p align=center style='text-align:center'><span style='mso-ascii-font-family:
"Segoe UI";mso-hansi-font-family:"Segoe UI";mso-bidi-font-family:"Segoe UI"'>即時捕捉五指關節，可用於手勢控制或行為分析。</span><span
lang=EN-US style='font-family:"Segoe UI",sans-serif'><o:p></o:p></span></p>

<div>

<p class=MsoNormal align=center style='text-align:center;background:#27AE60'><span
style='mso-ascii-font-family:"Segoe UI";mso-hansi-font-family:"Segoe UI";
mso-bidi-font-family:"Segoe UI";color:white'>即時辨識中</span><span lang=EN-US
style='font-family:"Segoe UI",sans-serif;color:white;mso-no-proof:yes'><!--[if gte vml 1]><v:shape
 id="圖片_x0020_2" o:spid="_x0000_i1026" type="#_x0000_t75" style='width:415.5pt;
 height:225.75pt;visibility:visible;mso-wrap-style:square'>
 <v:imagedata src="0401.files/image003.png" o:title=""/>
</v:shape><![endif]--><![if !vml]><img border=0 width=554 height=301
src="0401.files/image004.png" v:shapes="圖片_x0020_2"><![endif]></span><span
lang=EN-US style='font-family:"Segoe UI",sans-serif;color:white'><o:p></o:p></span></p>

</div>

</div>

</section><section id="test4">

<h2><span lang=EN-US style='font-family:"Segoe UI",sans-serif'>(7) </span><span
style='mso-ascii-font-family:"Segoe UI";mso-hansi-font-family:"Segoe UI";
mso-bidi-font-family:"Segoe UI"'>功能測試四</span><span lang=EN-US style='font-family:
"Segoe UI",sans-serif'> : </span><span class=GramE><span style='mso-ascii-font-family:
"Segoe UI";mso-hansi-font-family:"Segoe UI";mso-bidi-font-family:"Segoe UI"'>臉部網格偵測</span></span><span
lang=EN-US style='font-family:"Segoe UI",sans-serif'> (Face Mesh)<o:p></o:p></span></h2>

<p><span style='mso-ascii-font-family:"Segoe UI";mso-hansi-font-family:"Segoe UI";
mso-bidi-font-family:"Segoe UI"'>實作</span><span lang=EN-US style='font-family:
"Segoe UI",sans-serif'> 468 </span><span style='mso-ascii-font-family:"Segoe UI";
mso-hansi-font-family:"Segoe UI";mso-bidi-font-family:"Segoe UI"'>點</span><span
lang=EN-US style='font-family:"Segoe UI",sans-serif'> 3D </span><span
class=GramE><span style='mso-ascii-font-family:"Segoe UI";mso-hansi-font-family:
"Segoe UI";mso-bidi-font-family:"Segoe UI"'>臉部網格偵測</span></span><span
style='mso-ascii-font-family:"Segoe UI";mso-hansi-font-family:"Segoe UI";
mso-bidi-font-family:"Segoe UI"'>，能捕捉細微的面部表情變化。</span><span lang=EN-US
style='font-family:"Segoe UI",sans-serif'><o:p></o:p></span></p>

<div style='border:solid #DDDDDD 1.0pt;mso-border-alt:solid #DDDDDD .75pt;
padding:11.0pt 11.0pt 11.0pt 11.0pt'>

<h3 align=center style='text-align:center'><span lang=EN-US style='font-family:
"Segoe UI",sans-serif'>Face Mesh </span><span style='mso-ascii-font-family:
"Segoe UI";mso-hansi-font-family:"Segoe UI";mso-bidi-font-family:"Segoe UI"'>網頁監控系統</span><span
lang=EN-US style='font-family:"Segoe UI",sans-serif'><o:p></o:p></span></h3>

<p align=center style='text-align:center'><span style='mso-ascii-font-family:
"Segoe UI";mso-hansi-font-family:"Segoe UI";mso-bidi-font-family:"Segoe UI"'>透過</span><span
lang=EN-US style='font-family:"Segoe UI",sans-serif'> Flask </span><span
style='mso-ascii-font-family:"Segoe UI";mso-hansi-font-family:"Segoe UI";
mso-bidi-font-family:"Segoe UI"'>網頁介面即時呈現臉部</span><span lang=EN-US
style='font-family:"Segoe UI",sans-serif'> 3D </span><span style='mso-ascii-font-family:
"Segoe UI";mso-hansi-font-family:"Segoe UI";mso-bidi-font-family:"Segoe UI"'>拓撲結構。</span><span
lang=EN-US style='font-family:"Segoe UI",sans-serif'><o:p></o:p></span></p>

</div>

</div>

<p class=MsoNormal><span lang=EN-US style='font-family:"Segoe UI",sans-serif;
mso-no-proof:yes'><!--[if gte vml 1]><v:shape id="圖片_x0020_4" o:spid="_x0000_i1025"
 type="#_x0000_t75" style='width:414.75pt;height:224.25pt;visibility:visible;
 mso-wrap-style:square'>
 <v:imagedata src="0401.files/image005.png" o:title=""/>
</v:shape><![endif]--><![if !vml]><img border=0 width=553 height=299
src="0401.files/image006.png" v:shapes="圖片_x0020_4"><![endif]></span><span
lang=EN-US style='font-family:"Segoe UI",sans-serif'>© 2026 AI </span><span
style='mso-ascii-font-family:"Segoe UI";mso-hansi-font-family:"Segoe UI";
mso-bidi-font-family:"Segoe UI"'>專案開發小組</span><span lang=EN-US
style='font-family:"Segoe UI",sans-serif'> - </span><span style='mso-ascii-font-family:
"Segoe UI";mso-hansi-font-family:"Segoe UI";mso-bidi-font-family:"Segoe UI"'>基於</span><span
lang=EN-US style='font-family:"Segoe UI",sans-serif'> Raspberry Pi </span><span
style='mso-ascii-font-family:"Segoe UI";mso-hansi-font-family:"Segoe UI";
mso-bidi-font-family:"Segoe UI"'>與</span><span lang=EN-US style='font-family:
"Segoe UI",sans-serif'> <span class=SpellE>OpenCV</span> </span><span
style='mso-ascii-font-family:"Segoe UI";mso-hansi-font-family:"Segoe UI";
mso-bidi-font-family:"Segoe UI"'>實作</span><span style='font-family:"Segoe UI",sans-serif'>
<span lang=EN-US><o:p></o:p></span></span></p>

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