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knnclassifier.html
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<html>
<head>
<meta charset="UTF-8">
<meta name="viewport" content="width=device-width, initial-scale=1.0">
<!-- Load p5.js -->
<script src="libraries/p5.js"></script>
<script language="javascript" type="text/javascript" src="libraries/p5.dom.min.js"></script>
<script language="javascript" type="text/javascript" src="libraries/p5.sound.min.js"></script>
<!-- Load ml5.js -->
<script src="https://unpkg.com/[email protected]/dist/ml5.min.js"></script>
<!-- This line removes any default padding and style.-->
<style> body { background-color: rgb(255, 255, 255); padding: 0; margin: 0; color: #000000; font-family: Arial, Helvetica, sans-serif; text-align: center;}
.example button {
margin: 6px 6px 6px 0;
padding: 4px;
font-size: 14px;
}
.example p {
display: inline;
font-size: 16px;
}
.example .emoji {
font-size: 24px;
}
</style>
<script type="text/javascript" src="https://code.jquery.com/jquery-3.4.1.min.js"
integrity="sha256-CSXorXvZcTkaix6Yvo6HppcZGetbYMGWSFlBw8HfCJo="
crossorigin="anonymous"></script>
<!--link to machine learning produced text lines-->
<script src="data.js"></script>
</head>
<body style="overflow: hidden;">
<div class="example">
<div id="videoContainer"></div>
<p id="status">Loading Model...</p>
<br><p>
<button id="addClassA">Add an Example to Class A</button>
<button id="resetA">Reset Class A</button>
<p><span id="exampleA">0</span> A examples</p>
<p>| Confidence in A is: <span id="confidenceA">0</span></p>
<br><button id="addClassB">Add an Example to Class B</button>
<button id="resetB">Reset Class B</button>
<p><span id="exampleB">0</span> B examples</p>
<p>| Confidence in B is: <span id="confidenceB">0</span></p>
</p>
<br/>
<p>
<button id="buttonPredict">Start predicting!</button>
<button id="clearAll">Clear all classes</button>
<button id="load">Load Dataset</button>
<button id="save">Save Dataset</button>
</p>
<p>
KNN Classifier with mobileNet model labeled this
as Class: <span id="result">...</span>
with a confidence of <span id="confidence">...</span>
</p>
</div>
<script src="knnclassifier.js"></script>
</body>
</html>