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<!DOCTYPE html>
<html>
<head>
<title>Topic</title>
<meta name="viewport" content="width=device-width, initial-scale=1">
<meta http-equiv="Content-Type" content="text/html; charset=utf-8" />
<meta name="keywords" content="Truck Responsive web template, Bootstrap Web Templates, Flat Web Templates, Andriod Compatible web template,Smartphone Compatible web template, free webdesigns for Nokia, Samsung, LG, SonyErricsson, Motorola web design" />
<script type="application/x-javascript"> addEventListener("load", function() { setTimeout(hideURLbar, 0); }, false); function hideURLbar(){ window.scrollTo(0,1); } </script>
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<div class="blog-to">
<img class="img-responsive sin-on" src="images/sin1.jpg" alt="" />
<div class="blog-top">
<div class="blog-left">
<b>18</b>
<span>Jul</span>
</div>
<div class="top-blog">
<a class="fast" href="#">Unearthed Ore-X </a>
<p>Posted by <a href="#">Admin</a> in <a href="#">General</a> | <a href="#">5 Comments</a></p>
<p class="sed">Welcome! We have worked on an image classification algorithm for identifying ore quality for the next cut through a tunnel. The details is available here: http://portal.unearthed.solutions/2-gold-fields-aug-2015 And here is the press release: http://unearthed.solutions/ore-x-challenge-winners-announced/
</p>
<p>This algorithm would provide real time quality classification using the photos of wall face inside a mine, by using techniques such as de-noising, segmentation, clustering, and machine learning. According to the competition organisers, our algorithm was predicting 70 - 80% of the images correctly, while human geologists was about 75% correct on the test image data. Furthermore, our algorithm doesn't require days or weeks to obtain from a lab, and can be ran in realtime at the mining dig site.</p>
<img class="img-responsive sin-on" src="images/sin3.jpg" alt="" />
<table class="table table-striped">
<thead>
<tr>
<th>Classification</th>
<th>Metric</th>
<th>Ore Part/10,000</th>
<th>High Grade %</th>
<th>Medium Grade %</th>
<th>Low Grade %</th>
<th>Ore Blocks</th>
</tr>
</thead>
<tbody>
<tr>
<td>High</td>
<td>1399</td>
<td>740</td>
<td>5.95</td>
<td>1.26</td>
<td>0.17</td>
<td>15</td>
</tr>
</tbody>
</table>
<p>Our algorithm when successfully implemented would provide economical advantages in faster decision time in terms of direction of digging, method of processing the ore and other optimisations.</p>
<p>We got the highest score for the testing dataset (of the top 16 teams on the website, with over 100 entries and 275 competitors who took part in this competition), however we narrowly missed on the first prize (and got second) based on subjective criteria.</p>
<p>We are still developing this algorithm to make it even better, and we are looking for people to help us develop business connections in the mining industry, so that we can deploy our software to production. We're also looking for expert geology advice to further tune the algorithm.
</p>
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<div class="single-middle">
<h3>5 Comments</h3>
<div class="media">
<div class="media-left">
<a href="#">
<img class="media-object" src="images/co.png" alt="">
</a>
</div>
<div class="media-body">
<h4 class="media-heading"><a href="#">Diego Fabiano</a></h4>
<p>Leave a comment.Leave a comment.Leave a comment.Leave a comment.Leave a comment.Leave a comment.Leave a comment.Leave a comment.Leave a comment.Leave a comment.</p>
</div>
</div>
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<a href="#">
<img class="media-object" src="images/co.png" alt="">
</a>
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<div class="media-body">
<h4 class="media-heading"><a href="#">Dan Loplly</a></h4>
<p>Leave a comment.Leave a comment.Leave a comment.Leave a comment.Leave a comment.Leave a comment.Leave a comment.Leave a comment.Leave a comment.Leave a comment.</p>
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<a href="#">
<img class="media-object" src="images/co.png" alt="">
</a>
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<div class="media-body">
<h4 class="media-heading"><a href="#">Marcin Zieleźny</a></h4>
<p>Leave a comment.Leave a comment.Leave a comment.Leave a comment.Leave a comment.Leave a comment.Leave a comment.Leave a comment.Leave a comment.Leave a comment.</p>
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<img class="media-object" src="images/co.png" alt="">
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<div class="media-body">
<h4 class="media-heading"><a href="#">Hady Mustafa</a></h4>
<p>Leave a comment.Leave a comment.Leave a comment.Leave a comment.Leave a comment.Leave a comment.Leave a comment.Leave a comment.Leave a comment.Leave a comment.</p>
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<a href="#">
<img class="media-object" src="images/co.png" alt="">
</a>
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<div class="media-body">
<h4 class="media-heading"><a href="#">Den Hoxha</a></h4>
<p>Leave a comment.Leave a comment.Leave a comment.Leave a comment.Leave a comment.Leave a comment.Leave a comment.Leave a comment.Leave a comment.Leave a comment.</p>
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<h3>Leave A Comment</h3>
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<div class="col-md-4 comment">
<input type="text" value="Name" onfocus="this.value='';" onblur="if (this.value == '') {this.value ='Name';}">
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<h3>Address</h3>
<div class="address">
<p>23 Taunton Road,
<span>Hurstville, NSW 2200</span>
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<p>+(61) 420 925 975</p>
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<p>illuminate your ore</p>
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