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index.html
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<!DOCTYPE html>
<html lang="en">
<head>
<meta charset="utf-8">
<title>TensorFlow.js: Image-Classification</title>
<meta name="viewport" content="width=device-width, initial-scale=1">
<meta name="description" content="Use the power of Machine Learning to diagnose TB from chest x-rays.">
<link rel="stylesheet" href="https://stackpath.bootstrapcdn.com/bootstrap/4.3.1/css/bootstrap.min.css"
integrity="sha384-ggOyR0iXCbMQv3Xipma34MD+dH/1fQ784/j6cY/iJTQUOhcWr7x9JvoRxT2MZw1T" crossorigin="anonymous">
<style>
body {
min-height: 75rem;
padding-top: 4.5rem;
}
.bd-placeholder-img {
font-size: 1.125rem;
text-anchor: middle;
-webkit-user-select: none;
-moz-user-select: none;
-ms-user-select: none;
user-select: none;
}
@media (min-width: 768px) {
.bd-placeholder-img-lg {
font-size: 3.5rem;
}
}
</style>
</head>
<body>
<nav class="navbar navbar-expand-md navbar-dark fixed-top bg-dark">
<a class="navbar-brand" href="/index.html">Tuberculosis Detector</a>
<button class="navbar-toggler" type="button" data-toggle="collapse" data-target="#navbarCollapse" aria-controls="navbarCollapse" aria-expanded="false" aria-label="Toggle navigation">
<span class="navbar-toggler-icon"></span>
</button>
<div class="collapse navbar-collapse" id="navbarCollapse">
<ul class="navbar-nav mr-auto">
<li class="nav-item">
<a class="nav-link" href="/index.html">Home <span class="sr-only">(current)</span></a>
</li>
</div>
</nav>
<main role="main" class="container mt-5">
<div class="row">
<div class="col-12">
<div class="progress progress-bar progress-bar-striped progress-bar-animated mb-2">Loading Model</div>
</div>
</div>
<div class="row">
<div class="col-6">
<input id="image-selector" class="form-control border-0" type="file">
</div>
<div class="col-6">
<button id="predict-button" class="btn btn-primary float-right">Predict</button>
</div>
</div>
<hr>
<div class="row">
<div class="col-6">
<h2 class="ml-3">Image</h2>
<img id="selected-image" class="ml-3" width="250" alt="">
</div>
<div class="col-6">
<h2 class="ml-3">Predictions</h2>
<ol id="prediction-list"></ol>
</div>
</div>
</main>
<script src="https://code.jquery.com/jquery-3.3.1.slim.min.js" integrity="sha384-q8i/X+965DzO0rT7abK41JStQIAqVgRVzpbzo5smXKp4YfRvH+8abtTE1Pi6jizo" crossorigin="anonymous"></script>
<script src="https://cdnjs.cloudflare.com/ajax/libs/popper.js/1.14.7/umd/popper.min.js" integrity="sha384-UO2eT0CpHqdSJQ6hJty5KVphtPhzWj9WO1clHTMGa3JDZwrnQq4sF86dIHNDz0W1" crossorigin="anonymous"></script>
<script src="https://stackpath.bootstrapcdn.com/bootstrap/4.3.1/js/bootstrap.min.js" integrity="sha384-JjSmVgyd0p3pXB1rRibZUAYoIIy6OrQ6VrjIEaFf/nJGzIxFDsf4x0xIM+B07jRM" crossorigin="anonymous"></script>
<script src="https://cdn.jsdelivr.net/npm/@tensorflow/tfjs@2.0.1/dist/tf.min.js"></script>
<script src="target_classes.js"></script>
<script src="predict.js"></script >
</body>
</html>