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<!DOCTYPE html>
<html>
<head>
<meta charset="utf-8">
<meta http-equiv="X-UA-Compatible" content="IE=edge,chrome=1">
<meta name="viewport" content="width=1280, user-scalable=no">
<title>ants - TTFX</title>
<link href="https://fonts.googleapis.com/css?family=Source+Sans+Pro:400,700" rel="stylesheet" type="text/css">
<link href="https://fonts.googleapis.com/css?family=Source+Code+Pro:400,700" rel="stylesheet" type="text/css">
<link rel="stylesheet" href="ddeck.js/deck.core.css">
<link rel="stylesheet" media="screen" href="ddeck.js/deck.menu.css">
<link rel="stylesheet" media="screen" href="ddeck.js/deck.goto.css">
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<link rel="stylesheet" media="screen" href="ddeck.js/theme.css">
<script src="ddeck.js/modernizr.custom.js"></script>
</head>
<body class="language-javascript">
<div class="deck-container">
<section class="slide">
<div class="page-cover">
<h1 class="cover-title">Machine Learning for IoT
<br/><br/> <small>ANTS - Open Innovation Lab</small>
<br/><br/> <small><img src="img/twitter.png" style="vertical-align: middle;" alt="">@vallettea for @beingAnts</small>
</h1>
</div>
</section>
<!-- ML -->
<section class="slide">
<h2 style="padding-top:200px;">Machine learning</h2>
<p class="left-text">1) semantic</p>
<p class="left-text">2) images</p>
<p class="left-text">3) space</p>
</section>
<section class="slide">
<h1 style="color: rgb(0, 255, 0);">Tranquilien</h1>
<img src="img/tranquilien.jpg" alt="" class="spotlight" style="z-index:-1;">
<img src="img/tranquilien2.png" alt="" style="position: absolute; top: 100px; right: 200px; width: 250px; z-index:2;">
</section>
<!-- ANTS -->
<!-- <section class="slide">
<iframe src="http://127.0.0.1:9000/" frameborder="0" seamless="seamless" scrolling="no" height="100%" width="100%" allowfullscreen></iframe>
</section> -->
<!-- 6element the problem -->
<section class="slide">
<h2>Scope: waste management</h2>
<p>1 ton / per person /per year</p>
<script type="text/javascript" src="http://www.planetoscope.com/widget.php?id=613&f=1"></script>
<p><strong>However: </strong>millions of tons are still buried or burned.</p>
</section>
<section class="slide">
<img width="800px" src="img/umap1.jpg"><br/><br/>
</section>
<section class="slide">
<img width="800px" src="img/umap2.jpg"><br/><br/>
</section>
<section class="slide">
<h1 style="color: rgb(0, 255, 0);">Recycling works</h1>
<img src="img/recycling.jpg" class="spotlight" style="z-index:-1;">
</section>
<section class="slide">
<h2>Recycling centers</h2>
<img src="img/recycling_center.jpg" class="center-image" style="width: 900px;">
</section>
<section class="slide">
<h2 style="color: white; padding-top:330px;">Predictive API</h2>
<iframe src="http://ants.builders/6element/dashboard/" frameborder="0" seamless="seamless" scrolling="no" height="100%" width="100%" allowfullscreen></iframe>
</section>
<section class="slide">
<img width="800px" src="img/app.jpg"><br/><br/>
</section>
<!-- 6element the sensor -->
<section class="slide">
<h2> Designing a sensor</h2>
<img width="800px" src="img/raspberrypi.jpg"><br/><br/>
</section>
<section class="slide">
<h3>The sensor should:</h3></br></br>
<ol>
<li><strong>measure affluence</strong></li>
<li><strong>measure the level of each containers</strong></li>
<li><strong>low cost</strong></li>
<li><strong>improvable</strong></li>
</ol>
</section>
<section class="slide">
<h3>Image processing:</h3></br></br>
<ol>
<li>Haar-Cascade for car recognition</li>
<li>Random Forest for bin levels</li>
</ol>
</section>
<section class="slide">
<h3>Positives</h3>
<img width="800px" src="img/cars.jpg"><br/><br/>
</section>
<section class="slide">
<h3>Negatives</h3>
<img width="800px" src="img/notcars.jpg"><br/><br/>
</section>
<section class="slide">
<h3>Counting the number of cars</h3>
<img src="img/car_detection1.jpg" class="center-image" style="width: 900px;">
</section>
<section class="slide">
<h2>The level of each container</h2>
<img src="img/bin1.png" height="250"> →
<img src="img/bin2.png" width="200"> → 4
</section>
<section class="slide">
<h2>Laser cutting</h2>
<img width="800px" src="img/antcase.JPG"><br/><br/>
</section>
<section class="slide">
<h2>Protection</h2>
<img width="800px" src="img/antglue.JPG"><br/><br/>
</section>
<section class="slide">
<h3>Ant in the sky</h3>
<img src="img/antinthesky.jpg" class="center-image" style="width: 900px;">
</section>
<section class="slide">
<iframe src="https://plot.ly/~vallettea/13/560/420" frameborder="0" seamless="seamless" scrolling="no" height="100%" width="100%" allowfullscreen></iframe>
</section>
<section class="slide">
<h2>We also measure: </h2>
<img src="img/temperature.jpg" height="200">
<img src="img/rain.png" width="200">
<img src="img/sound.jpg" width="200">
<img src="img/sun.png" width="200">
<h3>giving us more context for our predictions.</h3>
</section>
<section class="slide">
<h2 style="padding-top:200px;">What's new? Machine learning in the sensor</h2>
<p class="left-text">1) privacy</p>
<p class="left-text">2) connectivity</p>
</section>
<section class="slide">
<h2 style="padding-top:200px;">Problems of the v1:</h2>
<p class="left-text">1) difficult to build</p>
<p class="left-text">2) difficult to mount</p>
<p class="left-text">3) depending on local wifi</p>
<p class="left-text">4) stays still</p>
</section>
<section class="slide">
<h2 style="padding-top:200px;">New in v2</h2>
<p class="left-text">1) orientable cam</p>
<p class="left-text">2) brocker.pi</p>
<h2 style="padding-top:200px;">Demo time</h2>
</section>
<!-- The need for good interfaces -->
<section class="slide">
<iframe src="http://ants.builders" frameborder="0" seamless="seamless" scrolling="no" height="100%" width="100%" allowfullscreen></iframe>
</section>
<section class="slide">
<h2>Culture</h2>
<ol>
<li class="fragment"><strong>we believe in collective intelligence</strong></li>
<li class="fragment"><strong>we build simple</strong></li>
<li class="fragment"><strong>we think big</strong></li>
<li class="fragment"><strong>we do open source</strong></li>
<li class="fragment"><strong>we do beautifully</strong></li>
</ol></br></br></br></br></br></br>
<p class="fragment">We fix the interface of public services</p>
</section>
<section class="slide">
<h2 style="padding-top:330px;">Why do we need interfaces ?</h2>
</section>
<section class="slide">
<h2 style="color: black;">For users: too much information</h2>
<img src="img/google-now.png" class="center-image" style="z-index:-1; width: 600px;">
</section>
<section class="slide">
<h2 style="color: black;">For infrastructure: too much people</h2>
<img src="img/metro.jpg" class="center-image" style="z-index:-1; width: 900px;">
</section>
<section class="slide">
<h2 style="padding-top:200px;">Each point of view has a different focus ?</h2>
<p class="left-text">1) change the user</p>
<p class="left-text">2) change the infrastructure</p>
</section>
<section class="slide">
<h2 style="color: rgb(21, 171, 216);">Uber</h2>
<img src="img/uber_Car.jpg" alt="" class="spotlight" style="z-index:-1;">
<img src="img/uber_app.png" alt="" style="position: absolute; top: 100px; right: 200px; width: 300px; z-index:2;">
</section>
<section class="slide">
<img src="img/interface_uber.png" alt="" style="width: 70%;">
</section>
<section class="slide">
<img src="img/interface_airbnb.png" alt="" style="width: 70%;">
</section>
<!-- Opening -->
<section class="slide">
<iframe src="https://bordeaux3d.ants.builders" frameborder="0" seamless="seamless" scrolling="no" height="100%" width="100%" allowfullscreen></iframe>
</section>
<section class="slide">
<div class="page-cover">
<h1 class="cover-title">
Thanks !
<small><a href="http://ants.builders">http://ants.builders</a></small>
<br>
<img src="img/region-color.png" style="vertical-align: middle; width:150px;" alt="">
<small>This project is sponsored by Région Aquitaine</small>
<br>
<small><img src="img/twitter.png" style="vertical-align: middle;" alt=""><a href="http://www.twitter.com/beingAnts">@beingAnts</a></small>
</h1>
</div>
</section>
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