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<!DOCTYPE html>
<html>
<head>
<meta charset='utf-8' />
<meta http-equiv="X-UA-Compatible" content="chrome=1" />
<meta name="description" content="Bean5.github.io : " />
<link rel="stylesheet" type="text/css" media="screen" href="stylesheets/stylesheet.css">
<script type="text/javascript" src="javascript/ga.js"></script>
<title>Food Classification</title>
</head>
<!-- HEADER -->
<div id="header_wrap" class="outer">
<header class="inner">
<!--<a id="forkme_banner" href="https://github.com/bean5/">View on GitHub</a>-->
<h1 id="project_title">Welcome to Food Classification</h1>
<h2 id="project_tagline"></h2>
</header>
</div>
<!-- MAIN CONTENT -->
<div id="main_content_wrap" class="outer">
<section id="main_content" class="inner">
<h2>Purpose</h2>
<p>So, one day a friend and I were wondering what we could possibly do to use machine learning in an interesting
way. We happened to have a box of GrapeNuts cereal before us and it was then that we realized that we didn't know
what GrapeNuts really are. Who does?! Machine learning was a viable solution.</p>
<p>Thus, we dub our project <em>GrapeNuts Classifier</em> after the cereal which we couldn't classify, but that we
loved. Our resulting classifier leverages knowledge of nutritional content (minerals, vitamins, etc.). </p>
<p>Although we do not provide the source code here, we do provide the final report. Our best accuracies (thus far)
are around 79%, which for a classification having upwards of 25 classes is far above baseline.</p>
<h3>Report (Also available as a <a
href="https://docs.google.com/document/d/e/2PACX-1vQlJNgILNw5petNxeC1lOrsJVEWoRhmK51h1vbiso0GTON-KVHhvxSdIZAoe0zpDg/pub">Google
Doc</a>)</h3>
<iframe style="width: 700px; height: 600px;"
src="https://docs.google.com/document/d/e/2PACX-1vQlJNgILNw5petNxeC1lOrsJVEWoRhmK51h1vbiso0GTON-KVHhvxSdIZAoe0zpDg/pub?embedded=true"></iframe>
</section>
</div>
<!-- FOOTER -->
<div id="footer_wrap" class="outer">
<footer class="inner">
<!--<p>Published with <a href="http://pages.github.com">GitHub Pages</a></p>-->
</footer>
</div>
</body>
</html>