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trainer.html
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<!--
Copyright (c) 2018 ml5
This software is released under the MIT License.
https://opensource.org/licenses/MIT
-->
<html>
<head>
<meta charset="UTF-8">
<title>KNN Classification on Webcam Images with mobileNet. Built with p5.js</title>
<script src="https://cdnjs.cloudflare.com/ajax/libs/p5.js/0.6.0/p5.min.js"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/p5.js/0.6.0/addons/p5.dom.min.js"></script>
<script src="https://unpkg.com/[email protected]/dist/ml5.min.js" type="text/javascript"></script>
<style>
button {
margin: 6px 6px 6px 0;
padding: 4px;
font-size: 14px;
}
video {
width: 300;
height: 300;
}
p {
display: inline;
font-size: 16px;
}
.emoji {
font-size: 24px;
}
</style>
</head>
<body>
<h2>KNN Classification on Webcam Images with mobileNet. Built with p5.js</h2>
<div id="videoContainer"></div>
<p id="status">Loading Model...</p>
<button id="load">Load Dataset</button><br>
<br><p>
<span class="emoji"> 😀 </span><button id="addClassSmile">Add an Example</button>
<button id="resetSmile">Reset</button>
<p><span id="exampleSmile">0</span> examples</p>
<p>| Confidence is: <span id="confidenceSmile">0</span></p>
<br><span class="emoji"> 😎 </span><button id="addClassSunglasses">Add an Example</button>
<button id="resetSunglasses">Reset</button>
<p><span id="exampleSunglasses">0</span> examples</p>
<p>| Confidence is: <span id="confidenceSunglasses">0</span></p>
<br><span class="emoji"> 🤔 </span><button id="addClassThinking">Add an Example</button>
<button id="resetThinking">Reset</button>
<p><span id="exampleThinking">0</span> examples</p>
<p>| Confidence is: <span id="confidenceThinking">0</span></p>
<br><span class="emoji"> 😛 </span><button id="addClassTongue">Add an Example</button>
<button id="resetTongue">Reset</button>
<p><span id="exampleTongue">0</span> examples</p>
<p>| Confidence is: <span id="confidenceTongue">0</span></p>
</p>
<br/>
<p>
<button id="buttonPredict">Start predicting!</button><br>
<button id="clearAll">Clear all classes</button><br>
</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><button id="save">Save Dataset</button></div>
<script src="trainer_sketch.js"></script>
</body>
</html>