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<meta http-equiv="X-UA-Compatible" content="IE=edge" />
<meta name="viewport" content="width=device-width, initial-scale=1.0" /><link rel="canonical" href="https://jomjol.github.io/AI-on-the-edge-device-docs/Choosing-the-Model/" />
<link rel="shortcut icon" href="../img/favicon.ico" />
<title>Which model should I use? - AI on the Edge Device</title>
<title>Model Selection - AI on the Edge Device</title>
<link rel="stylesheet" href="../css/theme.css" />
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var mkdocs_page_name = "Which model should I use?";
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var mkdocs_page_url = "/AI-on-the-edge-device-docs/Choosing-the-Model/";
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@@ -46,36 +46,16 @@
</li>
<li class="toctree-l1"><a class="reference internal" href="../Installation/">Installation</a>
</li>
<li class="toctree-l1"><a class="reference internal" href="../FAQs/">Frequently Asked Questions</a>
</li>
</ul>
<p class="caption"><span class="caption-text">API's</span></p>
<ul>
<li class="toctree-l1"><a class="reference internal" href="../REST-API/">REST API</a>
</li>
<li class="toctree-l1"><a class="reference internal" href="../MQTT-API/">MQTT API</a>
</li>
</ul>
<p class="caption"><span class="caption-text">Links</span></p>
<ul>
<li class="toctree-l1"><a class="" href="https://github.com/jomjol/AI-on-the-edge-device/releases">Releases</a>
</li>
<li class="toctree-l1"><a class="" href="https://jomjol.github.io/AI-on-the-edge-device/index.html">Web Installer/Console</a>
</li>
<li class="toctree-l1"><a class="" href="https://github.com/jomjol/AI-on-the-edge-device/issues">Place an Issues</a>
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<li class="toctree-l1"><a class="" href="https://github.com/jomjol/AI-on-the-edge-device/discussions">Join a Discussions</a>
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<p class="caption"><span class="caption-text">Asorted Pages</span></p>
<ul class="current">
<li class="toctree-l1"><a class="reference internal" href="../Addditional-Information/">Addditional Information</a>
<li class="toctree-l1"><a class="reference internal" href="../Hardware-Compatibility/">Hardware Compatibility</a>
</li>
<li class="toctree-l1"><a class="reference internal" href="../Best-Practice/">Best Practice</a>
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<li class="toctree-l1"><a class="reference internal" href="../Build-Instructions/">New</a>
<li class="toctree-l1"><a class="reference internal" href="../FAQs/">Frequently Asked Questions</a>
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<li class="toctree-l1 current"><a class="reference internal current" href="./">Which model should I use?</a>
</ul>
<p class="caption"><span class="caption-text">Configuration</span></p>
<ul class="current">
<li class="toctree-l1 current"><a class="reference internal current" href="./">Model Selection</a>
<ul class="current">
<li class="toctree-l2"><a class="reference internal" href="#digit-models">Digit Models</a>
<ul>
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</li>
</ul>
</li>
</ul>
<p class="caption"><span class="caption-text">Advanced</span></p>
<ul>
<li class="toctree-l1"><a class="reference internal" href="../Build-Instructions/">Build the project yourself</a>
</li>
</ul>
<p class="caption"><span class="caption-text">API's</span></p>
<ul>
<li class="toctree-l1"><a class="reference internal" href="../REST-API/">REST API</a>
</li>
<li class="toctree-l1"><a class="reference internal" href="../MQTT-API/">MQTT API</a>
</li>
</ul>
<p class="caption"><span class="caption-text">Links</span></p>
<ul>
<li class="toctree-l1"><a class="" href="https://github.com/jomjol/AI-on-the-edge-device/releases">Releases</a>
</li>
<li class="toctree-l1"><a class="" href="https://jomjol.github.io/AI-on-the-edge-device/index.html">Web Installer/Console</a>
</li>
<li class="toctree-l1"><a class="" href="https://github.com/jomjol/AI-on-the-edge-device/issues">Place an Issues</a>
</li>
<li class="toctree-l1"><a class="" href="https://github.com/jomjol/AI-on-the-edge-device/discussions">Join a Discussions</a>
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</ul>
<p class="caption"><span class="caption-text">Asorted Pages</span></p>
<ul>
<li class="toctree-l1"><a class="reference internal" href="../Addditional-Information/">Addditional Information</a>
</li>
<li class="toctree-l1"><a class="reference internal" href="../Configuration-Parameter-Details/">Configuration Parameter Details</a>
</li>
<li class="toctree-l1"><a class="reference internal" href="../Configuration/">Configuration</a>
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</li>
<li class="toctree-l1"><a class="reference internal" href="../Graphical-configuration/">Graphical configuration</a>
</li>
<li class="toctree-l1"><a class="reference internal" href="../Hardware-Compatibility/">Hardware Compatibility</a>
</li>
<li class="toctree-l1"><a class="reference internal" href="../Install-a-rolling-%28unstable%29-release/">:bangbang: Living on the edge :bangbang:</a>
</li>
<li class="toctree-l1"><a class="reference internal" href="../Integrated%20Functions/">Integrated Functions</a>
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</li>
<li class="toctree-l1"><a class="reference internal" href="../Watermeter-specific-analog---digital-transition/">Understanding the problem</a>
</li>
<li class="toctree-l1"><a class="reference internal" href="../xxx%20old%20AI-on-the-edge/">(old) Welcome to the AI-on-the-edge-device wiki!</a>
</li>
</ul>
</div>
</div>
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<div class="rst-content"><div role="navigation" aria-label="breadcrumbs navigation">
<ul class="wy-breadcrumbs">
<li><a href=".." class="icon icon-home" alt="Docs"></a> &raquo;</li>
<li>Asorted Pages &raquo;</li>
<li>Which model should I use?</li>
<li>Configuration &raquo;</li>
<li>Model Selection</li>
<li class="wy-breadcrumbs-aside">
<a href="https://github.com/jomjol/AI-on-the-edge-device-docs/edit/main/docs/Choosing-the-Model.md" class="icon icon-github"> Edit on GitHub</a>
</li>
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<div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article">
<div class="section" itemprop="articleBody">
<h1 id="which-model-should-i-use">Which model should I use?</h1>
<h1 id="model-selection">Model Selection</h1>
<p>In the <a href="Graphical-configuration">Graphical Configuration Page</a>, you can choose different models depending on your needs.</p>
<p>This wiki page tries to help you on which model to select.
For more technical/deeper explanations have a look on <a href="https://github.com/jomjol/AI-on-the-edge-device/wiki/Neural-Network-Types">Neural-Network-Types</a>.</p>
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<p>For digits on water meters, gas-meters or power meters you can select between two main types of models.</p>
<h3 id="dig-class11">dig-class11</h3>
<p>This model can recognize full digits. All intermediate states shown a "N" for not a number. But in post process it uses older values to fill up the "N" values if possible.</p>
<p><img width="333" alt="image" src="https://user-images.githubusercontent.com/412645/190924459-e4023630-c6d0-4a8c-ab56-59e6c0e3ffd8.png"></p>
<p><img alt="" src="../img/dig-class11.png" style="width:300px" /></p>
<h4 id="main-features">Main features</h4>
<ul>
<li>well suited for LCD digits</li>
@@ -197,7 +201,7 @@ For more technical/deeper explanations have a look on <a href="https://github.co
</ul>
<h3 id="dig-class100-dig-cont">dig-class100 / dig-cont</h3>
<p>These models are used to get a continuous reading with intermediate states. To see what the models are doing, you can go to the Recognition page.</p>
<p><img width="323" alt="image" src="https://user-images.githubusercontent.com/412645/190924335-b8b75883-7b39-4fd6-a949-49c69834fee4.png"></p>
<p><img alt="" src="../img/dig-class100.png" style="width:300px" /></p>
<h4 id="main-features_1">Main features</h4>
<ul>
<li>suitable for all digit displays.</li>
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<h2 id="analog-pointer-models">Analog pointer models</h2>
<h3 id="ana-class100-ana-cont">ana-class100 / ana-cont</h3>
<p>For pointers on water meters use the analog models. You can only choose between ana-class100 and ana-cont. Both do mainly the same.</p>
<p><img width="231" alt="image" src="https://user-images.githubusercontent.com/412645/190924487-18ed16e1-1c89-45f1-823e-305b7e78ac46.png"></p>
<p><img alt="" src="../img/ana-class100.png" style="width:250px" /></p>
<h4 id="main-features_2">Main features</h4>
<ul>
<li>for all analogue pointers, especially for water meters.</li>
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