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<li class="toctree-l1"><a class="reference internal" href="/AI-on-the-edge-device-docs/Alignment/">Alignment References</a> <li class="toctree-l1"><a class="reference internal" href="/AI-on-the-edge-device-docs/Alignment/">Alignment References</a>
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="/AI-on-the-edge-device-docs/ROI-Configuration/">ROI (Region of Interest)</a> <li class="toctree-l1"><a class="reference internal" href="/AI-on-the-edge-device-docs/ROI-Configuration/">ROIs (Regions of Interest)</a>
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="/AI-on-the-edge-device-docs/Configuration/">Graphical Configuration</a> <li class="toctree-l1"><a class="reference internal" href="/AI-on-the-edge-device-docs/Configuration/">Graphical Configuration</a>
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</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a> <li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a>
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROI (Region of Interest)</a> <li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROIs (Regions of Interest)</a>
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../Configuration/">Graphical Configuration</a> <li class="toctree-l1"><a class="reference internal" href="../Configuration/">Graphical Configuration</a>
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</ul> </ul>
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<li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROI (Region of Interest)</a> <li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROIs (Regions of Interest)</a>
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../Configuration/">Graphical Configuration</a> <li class="toctree-l1"><a class="reference internal" href="../Configuration/">Graphical Configuration</a>
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</div><footer> </div><footer>
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</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a> <li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a>
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROI (Region of Interest)</a> <li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROIs (Regions of Interest)</a>
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../Configuration/">Graphical Configuration</a> <li class="toctree-l1"><a class="reference internal" href="../Configuration/">Graphical Configuration</a>
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</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a> <li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a>
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROI (Region of Interest)</a> <li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROIs (Regions of Interest)</a>
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../Configuration/">Graphical Configuration</a> <li class="toctree-l1"><a class="reference internal" href="../Configuration/">Graphical Configuration</a>
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</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a> <li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a>
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROI (Region of Interest)</a> <li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROIs (Regions of Interest)</a>
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../Configuration/">Graphical Configuration</a> <li class="toctree-l1"><a class="reference internal" href="../Configuration/">Graphical Configuration</a>
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</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a> <li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a>
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROI (Region of Interest)</a> <li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROIs (Regions of Interest)</a>
</li> </li>
<li class="toctree-l1 current"><a class="reference internal current" href="./">Graphical Configuration</a> <li class="toctree-l1 current"><a class="reference internal current" href="./">Graphical Configuration</a>
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@@ -254,7 +254,7 @@ But you might be interested in it.</p>
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<a href="../Choosing-the-Model/" class="btn btn-neutral float-right" title="Model Selection">Next <span class="icon icon-circle-arrow-right"></span></a> <a href="../Choosing-the-Model/" class="btn btn-neutral float-right" title="Model Selection">Next <span class="icon icon-circle-arrow-right"></span></a>
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</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a> <li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a>
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROI (Region of Interest)</a> <li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROIs (Regions of Interest)</a>
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../Configuration/">Graphical Configuration</a> <li class="toctree-l1"><a class="reference internal" href="../Configuration/">Graphical Configuration</a>
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</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a> <li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a>
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROI (Region of Interest)</a> <li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROIs (Regions of Interest)</a>
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../Configuration/">Graphical Configuration</a> <li class="toctree-l1"><a class="reference internal" href="../Configuration/">Graphical Configuration</a>
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</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a> <li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a>
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROI (Region of Interest)</a> <li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROIs (Regions of Interest)</a>
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../Configuration/">Graphical Configuration</a> <li class="toctree-l1"><a class="reference internal" href="../Configuration/">Graphical Configuration</a>
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</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a> <li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a>
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROI (Region of Interest)</a> <li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROIs (Regions of Interest)</a>
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../Configuration/">Graphical Configuration</a> <li class="toctree-l1"><a class="reference internal" href="../Configuration/">Graphical Configuration</a>
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<li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a> <li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a>
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROI (Region of Interest)</a> <li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROIs (Regions of Interest)</a>
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../Configuration/">Graphical Configuration</a> <li class="toctree-l1"><a class="reference internal" href="../Configuration/">Graphical Configuration</a>
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<li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a> <li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a>
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROI (Region of Interest)</a> <li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROIs (Regions of Interest)</a>
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../Configuration/">Graphical Configuration</a> <li class="toctree-l1"><a class="reference internal" href="../Configuration/">Graphical Configuration</a>
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<li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a> <li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a>
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<li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROI (Region of Interest)</a> <li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROIs (Regions of Interest)</a>
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../Configuration/">Graphical Configuration</a> <li class="toctree-l1"><a class="reference internal" href="../Configuration/">Graphical Configuration</a>
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<li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a> <li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a>
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROI (Region of Interest)</a> <li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROIs (Regions of Interest)</a>
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../Configuration/">Graphical Configuration</a> <li class="toctree-l1"><a class="reference internal" href="../Configuration/">Graphical Configuration</a>
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<li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a> <li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a>
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<li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROI (Region of Interest)</a> <li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROIs (Regions of Interest)</a>
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../Configuration/">Graphical Configuration</a> <li class="toctree-l1"><a class="reference internal" href="../Configuration/">Graphical Configuration</a>
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<li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a> <li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a>
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROI (Region of Interest)</a> <li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROIs (Regions of Interest)</a>
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../Configuration/">Graphical Configuration</a> <li class="toctree-l1"><a class="reference internal" href="../Configuration/">Graphical Configuration</a>
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</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a> <li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a>
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROI (Region of Interest)</a> <li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROIs (Regions of Interest)</a>
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../Configuration/">Graphical Configuration</a> <li class="toctree-l1"><a class="reference internal" href="../Configuration/">Graphical Configuration</a>
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<li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a> <li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a>
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROI (Region of Interest)</a> <li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROIs (Regions of Interest)</a>
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../Configuration/">Graphical Configuration</a> <li class="toctree-l1"><a class="reference internal" href="../Configuration/">Graphical Configuration</a>
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</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a> <li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a>
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROI (Region of Interest)</a> <li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROIs (Regions of Interest)</a>
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../Configuration/">Graphical Configuration</a> <li class="toctree-l1"><a class="reference internal" href="../Configuration/">Graphical Configuration</a>
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</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a> <li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a>
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROI (Region of Interest)</a> <li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROIs (Regions of Interest)</a>
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../Configuration/">Graphical Configuration</a> <li class="toctree-l1"><a class="reference internal" href="../Configuration/">Graphical Configuration</a>
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</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a> <li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a>
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROI (Region of Interest)</a> <li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROIs (Regions of Interest)</a>
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../Configuration/">Graphical Configuration</a> <li class="toctree-l1"><a class="reference internal" href="../Configuration/">Graphical Configuration</a>
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</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a> <li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a>
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROI (Region of Interest)</a> <li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROIs (Regions of Interest)</a>
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../Configuration/">Graphical Configuration</a> <li class="toctree-l1"><a class="reference internal" href="../Configuration/">Graphical Configuration</a>
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</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a> <li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a>
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROI (Region of Interest)</a> <li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROIs (Regions of Interest)</a>
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../Configuration/">Graphical Configuration</a> <li class="toctree-l1"><a class="reference internal" href="../Configuration/">Graphical Configuration</a>
</li> </li>

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</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a> <li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a>
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROI (Region of Interest)</a> <li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROIs (Regions of Interest)</a>
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../Configuration/">Graphical Configuration</a> <li class="toctree-l1"><a class="reference internal" href="../Configuration/">Graphical Configuration</a>
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<meta http-equiv="X-UA-Compatible" content="IE=edge" /> <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/ROI-Configuration/" /> <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/ROI-Configuration/" />
<link rel="shortcut icon" href="../img/favicon.ico" /> <link rel="shortcut icon" href="../img/favicon.ico" />
<title>ROI (Region of Interest) - AI on the Edge Device</title> <title>ROIs (Regions of Interest) - AI on the Edge Device</title>
<link rel="stylesheet" href="../css/theme.css" /> <link rel="stylesheet" href="../css/theme.css" />
<link rel="stylesheet" href="../css/theme_extra.css" /> <link rel="stylesheet" href="../css/theme_extra.css" />
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<script> <script>
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var mkdocs_page_name = "ROI (Region of Interest)"; var mkdocs_page_name = "ROIs (Regions of Interest)";
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@@ -73,28 +73,22 @@
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a> <li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a>
</li> </li>
<li class="toctree-l1 current"><a class="reference internal current" href="./">ROI (Region of Interest)</a> <li class="toctree-l1 current"><a class="reference internal current" href="./">ROIs (Regions of Interest)</a>
<ul class="current"> <ul class="current">
<li class="toctree-l2"><a class="reference internal" href="#precondition">Precondition</a> <li class="toctree-l2"><a class="reference internal" href="#precondition">Precondition</a>
</li> </li>
<li class="toctree-l2"><a class="reference internal" href="#define-the-rois">Define the ROIs</a> <li class="toctree-l2"><a class="reference internal" href="#define-the-rois">Define the ROIs</a>
<ul> <ul>
<li class="toctree-l3"><a class="reference internal" href="#detail-for-roi-configuration-analog-meters">Detail for ROI configuration - Analog Meters</a> <li class="toctree-l3"><a class="reference internal" href="#analog-counters">Analog Counters</a>
</li> </li>
<li class="toctree-l3"><a class="reference internal" href="#detail-for-roi-configuration-digital-meters">Detail for ROI configuration - Digital Meters</a> <li class="toctree-l3"><a class="reference internal" href="#digits">Digits</a>
<ul>
<li class="toctree-l4"><a class="reference internal" href="#correct-size-for-roi">Correct Size for ROI</a>
</li>
<li class="toctree-l4"><a class="reference internal" href="#how-to-setup-the-digit-rois-perfectly">How to setup the digit ROIs perfectly</a>
</li> </li>
</ul> </ul>
</li> </li>
<li class="toctree-l2"><a class="reference internal" href="#correct-size-for-roi">Correct Size for ROI</a>
</li>
<li class="toctree-l2"><a class="reference internal" href="#digit-model-selection">Digit Model Selection</a>
<ul>
<li class="toctree-l3"><a class="reference internal" href="#dig-class11-configuration">dig-class11 Configuration</a>
</li>
<li class="toctree-l3"><a class="reference internal" href="#dig-class100-dig-cont-configuration">dig-class100 / dig-cont Configuration</a>
</li>
<li class="toctree-l3"><a class="reference internal" href="#analog-model-selection">Analog Model Selection</a>
</li>
<li class="toctree-l3"><a class="reference internal" href="#saving">Saving</a> <li class="toctree-l3"><a class="reference internal" href="#saving">Saving</a>
</li> </li>
</ul> </ul>
@@ -189,7 +183,7 @@
<ul class="wy-breadcrumbs"> <ul class="wy-breadcrumbs">
<li><a href=".." class="icon icon-home" alt="Docs"></a> &raquo;</li> <li><a href=".." class="icon icon-home" alt="Docs"></a> &raquo;</li>
<li>Configuration &raquo;</li> <li>Configuration &raquo;</li>
<li>ROI (Region of Interest)</li> <li>ROIs (Regions of Interest)</li>
<li class="wy-breadcrumbs-aside"> <li class="wy-breadcrumbs-aside">
<a href="https://github.com/jomjol/AI-on-the-edge-device-docs/edit/main/docs/ROI-Configuration.md" class="icon icon-github"> Edit on GitHub</a> <a href="https://github.com/jomjol/AI-on-the-edge-device-docs/edit/main/docs/ROI-Configuration.md" class="icon icon-github"> Edit on GitHub</a>
</li> </li>
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<div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article"> <div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article">
<div class="section" itemprop="articleBody"> <div class="section" itemprop="articleBody">
<h1 id="roi-region-of-interest">ROI (Region of Interest)</h1> <h1 id="rois-regions-of-interest">ROIs (Regions of Interest)</h1>
<div class="admonition notes"> <div class="admonition notes">
<p class="admonition-title">Notes</p> <p class="admonition-title">Notes</p>
<p>You are using a neural network approach which is trained to fit as many different type of meters as possible. <p>You are using a neural network approach which is trained to fit as many different type of meters as possible.
@@ -213,7 +207,7 @@ There are several precautions to detect this. For details see the section <code>
<p><strong>This must be done manually for each device/installation!</strong></p> <p><strong>This must be done manually for each device/installation!</strong></p>
</li> </li>
<li> <li>
<p>Well trained Models.</p> <p>Using a well trained Model.</p>
<p>Have a look on the <a href="https://jomjol.github.io/neural-network-digital-counter-readout/">Digital Counters</a> resp. <a href="https://jomjol.github.io/neural-network-analog-needle-readout">Analog Needles</a> to check if your types are contained. If your number types are <strong>not</strong> contained, you should take the effort to record them so we can add them to the training data. See <a href="../Learn-models-with-your-own-images">Collect images to improve the models</a> on how to collect new training data.</p> <p>Have a look on the <a href="https://jomjol.github.io/neural-network-digital-counter-readout/">Digital Counters</a> resp. <a href="https://jomjol.github.io/neural-network-analog-needle-readout">Analog Needles</a> to check if your types are contained. If your number types are <strong>not</strong> contained, you should take the effort to record them so we can add them to the training data. See <a href="../Learn-models-with-your-own-images">Collect images to improve the models</a> on how to collect new training data.</p>
</li> </li>
</ol> </ol>
@@ -226,33 +220,56 @@ There are several precautions to detect this. For details see the section <code>
<h2 id="define-the-rois">Define the ROIs</h2> <h2 id="define-the-rois">Define the ROIs</h2>
<p>For each digit or analog pointer, a ROI must be defined.</p> <p>For each digit or analog pointer, a ROI must be defined.</p>
<p>You can even have multiple independent <strong>Numbers</strong> (eg. electerical meters mostly have 2 numbers for the high and low tariff). </p> <p>You can even have multiple independent <strong>Numbers</strong> (eg. electerical meters mostly have 2 numbers for the high and low tariff). </p>
<p>Depending if you have only one of those types, you can <code>enable/disable (1)</code> it on the top left corner: </p> <p>Depending if you have only one of those types, you can enable/disable <code>(1)</code> it on the top left corner: </p>
<p><img alt="" src="../img/initial_setup_3_rois.jpg" style="width:500px" /></p> <p><img alt="" src="../img/initial_setup_3_rois.jpg" style="width:500px" /></p>
<p>You can switch between the ROIs with the <code>Drop down box (2)</code>. If you need additional ROIs or delete them you can do this with the <code>control at (2)</code>. </p> <p>You can switch between the individual ROIs with the Drop down box <code>(2)</code>.
If you need additional ROIs or delete them you can do this with the control at <code>(3)</code>.
Like for the <a href="../Alignment">Alignment References</a>, you can change the position, size and name of a ROI in the text fields or define them via drag and drop through the mouse button.
Make sure the ROIs are in the right order, matching the significance of a digit/analog counter!</p>
<div class="admonition warning"> <div class="admonition warning">
<p class="admonition-title">Warning</p> <p class="admonition-title">Warning</p>
<p>The order of the ROIs defines how the individual digits are combined to the total number. The first ROI is the digit with the highest order (left side), then the second and so on. You can control the order in the selector tab and change it with the buttons <code>"move Next"</code> or <code>"move Previous"</code>.</p> <p>The order of the ROIs defines how the individual digits are combined to the total number. The first ROI is the digit with the highest order (left side), then the second and so on. You can control the order in the selector tab and change it with the buttons <code>"move Next"</code> or <code>"move Previous"</code>.</p>
</div> </div>
<p>TODO rework</p> <p>In most cases <strong>digits</strong> are ordered equidistantly (have the same distance between each other) and have the same size.
<p>As for the reference images you can change position, size and name of the ROI in the text fields or define them via drag and drop through the mouse button. </p> Bcause of this the Web Interface keeps their sises and distance the same.
<p>In most cases the digits are ordered in a equidistantly and have the same size, you can synchronize them with the <code>control in (4)</code>.</p> If you need individual sizes or distances, untick the settings <code>(4)</code>.</p>
<p>Don' t forget to save the settings with "Save" and do not reboot at this stage.</p> <p>In almost all cases the sizes and <code>y</code> values should be identical!
<h3 id="detail-for-roi-configuration-analog-meters">Detail for ROI configuration - Analog Meters</h3> The ratio between <code>x</code> and <code>y</code> might need adjustment. But make sure it is the same for all digits.</p>
<p>For analog meters the ROI setting is rather straight forward as the meter is usually quadratic with a clear center. The circle should exactly fit to the outer size of the meter and the cross should be in the middle.</p> <p>Same for the <strong>analog counters</strong>, the sizes should be identical and the <code>x</code> and <code>y</code> as well.</p>
<p>Here is an example with the details for the ROI "ana1": </p> <div class="admonition note">
<p class="admonition-title">Note</p>
<p>Don't forget to save the settings with "Save" and do not reboot at this stage.</p>
</div>
<h3 id="analog-counters">Analog Counters</h3>
<p>For analog counters the ROI setting is rather straight forward as the meter is usually quadratic with a clear center.
The circle should exactly fit to the outer size of the meter and the cross should be in the middle of the pointer.</p>
<p>Here is an example with the details for the ROI <code>ana1</code>: </p>
<p><img alt="" src="../img/initial_setup_3_analog_example.jpg" style="width:500px" /></p> <p><img alt="" src="../img/initial_setup_3_analog_example.jpg" style="width:500px" /></p>
<h3 id="detail-for-roi-configuration-digital-meters">Detail for ROI configuration - Digital Meters</h3> <h3 id="digits">Digits</h3>
<p>For the digital meters it is a little bit more complicated, as there are different options of digital models, that you can choose.</p> <p>For the Digital Meters it is a little bit more complicated, as there are different options of digital models which can be choosen.</p>
<h4 id="correct-size-for-roi">Correct Size for ROI</h4>
<p>First of all, choose the right size of the ROI.
The configuration of ROIs differs a bit on the selected model (see below). </p>
<p>If you are in the initial setup, the model will be selectable in the next step. By default it is a <code>dig-cont</code> resp. <code>ana-cont</code> model.</p>
<p>In <a href="../Choosing-the-Model">Model Selection</a> you find the differences between the different available models. Pick the one you think fits best your purpose. If you don't get to good result, try another model.</p>
<p>Here we only show the different configuration of the ROIs.</p>
<ol> <ol>
<li>Digital meter, that only recognized full digits (0, 1, 2, 3, ... 9) - Naming: <code>dig-class11-....tfl</code></li> <li>
<p>Digital Meters with only recognized full digits (<code>0, 1, 2, 3, ... 9</code>)</p>
<p>Suggested Model: <code>dig-class11-*.tfl</code></p>
<p><strong>Advantage:</strong> broad variety of types included in the training.</p>
<p><strong>Disadvantage:</strong> partially rotated numbers cannot be detected.</p>
</li>
<li>
<p>Digital Meters with sub-digit resolution (<code>0.0, 0.1, 0.2, .... 9.8, 9.9</code>)</p>
<p>Suggested Model: <code>dig-cont-*.tfl</code> or <code>dig-class100-*.tfl</code></p>
<p><strong>Advantage:</strong> partial numbers can be detected and a better post processing is possible.</p>
<p><strong>Disadvantage:</strong> only limited types of meter types are trained due to the high effort for the training data.</p>
</li>
</ol> </ol>
<p><strong>Advantage:</strong> broad variety of types included in the training</p> <h4 id="how-to-setup-the-digit-rois-perfectly">How to setup the digit ROIs perfectly</h4>
<p><strong>Disadvantage:</strong> partially rotated numbers cannot be detected <p>Details and the corresponding "perfect" setting is explained below.
2. Model with sub-digit resolution (0.0, 0.1, 0.2, .... 9.8, 9.9) - Naming: <code>dig-cont-....tfl</code> or <code>dig-class100-....tfl</code></p> For a first run you can choose the following general settings: </p>
<p><strong>Advantage:</strong> partial numbers can be detected and a better post processing is possible</p>
<p><strong>Disadvantage:</strong> only limited types of meter types are trained due to the high effort for the training data</p>
<p>Details and the corresponding "perfect" setting is explained here: <a href="https://jomjol.github.io/AI-on-the-edge-device-docs/ROI-Configuration/">Details ROI Configuration</a></p>
<p>For a first run you can choose the following general settings: </p>
<ul> <ul>
<li>There is an inner and an outer frame for the ROIs. </li> <li>There is an inner and an outer frame for the ROIs. </li>
<li>Make the inner frame exactly the size of the number.</li> <li>Make the inner frame exactly the size of the number.</li>
@@ -283,14 +300,7 @@ There are several precautions to detect this. For details see the section <code>
</tr> </tr>
</tbody> </tbody>
</table> </table>
<h2 id="correct-size-for-roi">Correct Size for ROI</h2> <h5 id="setup-using-dig-class11-models">Setup using <code>dig-class11</code> models</h5>
<p>Choose the right size of the ROI.
The configuration of ROIs differs a bit on the selected model. </p>
<p>If you are in the initial setup, the model will be selectable in the next step. By default it is a <code>dig-cont</code> resp. <code>ana-cont</code> model.</p>
<p>In <a href="../Choosing-the-Model">Model Selection</a> you find the differences between the different available models. Pick the one you think fits best your purpose. If you don't get to good result, try another model.</p>
<p>Here we only show the different configuration of the ROIs.</p>
<h2 id="digit-model-selection">Digit Model Selection</h2>
<h3 id="dig-class11-configuration">dig-class11 Configuration</h3>
<p><code>dig-class11</code> - Models recognize the <strong>complete digit only</strong>. Here it is not relevant if the ROI fits the Border of the digit window.</p> <p><code>dig-class11</code> - Models recognize the <strong>complete digit only</strong>. Here it is not relevant if the ROI fits the Border of the digit window.</p>
<p>For this model, there should be a border of <code>20%</code> of the image size around the number itself. This border is shown in the ROI setup image by the inner thinner rectangle. This rectangle should fit perfectly around the number when the number has not started to rotate to the next position: </p> <p>For this model, there should be a border of <code>20%</code> of the image size around the number itself. This border is shown in the ROI setup image by the inner thinner rectangle. This rectangle should fit perfectly around the number when the number has not started to rotate to the next position: </p>
<p><img width="300px" src=../img/ROI_drawing.jpg></p> <p><img width="300px" src=../img/ROI_drawing.jpg></p>
@@ -321,11 +331,12 @@ The configuration of ROIs differs a bit on the selected model. </p>
</tbody> </tbody>
</table> </table>
<p>If you have perfect alignment and still are not getting satisfying results, most probably your numbers are not part of the training data yet. See <a href="../Learn-models-with-your-own-images">Collect images to improve the models</a> on how to collect new training data.</p> <p>If you have perfect alignment and still are not getting satisfying results, most probably your numbers are not part of the training data yet. See <a href="../Learn-models-with-your-own-images">Collect images to improve the models</a> on how to collect new training data.</p>
<h3 id="dig-class100-dig-cont-configuration">dig-class100 / dig-cont Configuration</h3> <h5 id="setup-using-dig-class100-or-dig-cont-models">Setup using <code>dig-class100</code> or <code>dig-cont</code> Models</h5>
<p>These models recognize the tenths (fractions) between the numbers. This model requires a different ROI setup; the height must be set differently and more accurately.</p> <p>These models recognize the <strong>tenths</strong> (fractions) between the numbers.
<p>First, the width can be set as for <code>dig-class11</code>, i.e. <code>20%</code> margin left and right.</p> Those models require a different ROI setup; <strong>the height must be set differently and more accurately</strong>.</p>
<p>First, the width can be set like for a <code>dig-class11</code> model, i.e. <code>20%</code> margin left and right.</p>
<p><img width="455" alt="ROI-setup" src="https://user-images.githubusercontent.com/412645/199028748-c48ef5bb-a8d4-4c77-9faf-763e6cf77351.png"></p> <p><img width="455" alt="ROI-setup" src="https://user-images.githubusercontent.com/412645/199028748-c48ef5bb-a8d4-4c77-9faf-763e6cf77351.png"></p>
<p>The height of the outer rectangle should be set to the upper and lower edge of the number window. To achieve this setting, you need to unlock the aspect ratio:</p> <p>The height of the outer rectangle should be set to the upper and lower edge of the number window. To achieve this, you might need to unlock the aspect ratio:</p>
<p><img width="168" alt="unlockAspectRatio" src="https://user-images.githubusercontent.com/412645/199028590-21708ff3-15a3-4415-89b1-c2affcfce003.png"></p> <p><img width="168" alt="unlockAspectRatio" src="https://user-images.githubusercontent.com/412645/199028590-21708ff3-15a3-4415-89b1-c2affcfce003.png"></p>
<p>Here an example:</p> <p>Here an example:</p>
<table> <table>
@@ -346,10 +357,8 @@ The configuration of ROIs differs a bit on the selected model. </p>
</tr> </tr>
</tbody> </tbody>
</table> </table>
<h3 id="analog-model-selection">Analog Model Selection</h3>
<p>Proceed the same way as with the Digit Model Selection.</p>
<h3 id="saving">Saving</h3> <h3 id="saving">Saving</h3>
<p>To save push <code>"Save</code>.</p> <p>Once you are done, push <code>Save</code> to persist your setup.</p>
<p>A reboot is required to apply the changed configuration!</p> <p>A reboot is required to apply the changed configuration!</p>
</div> </div>

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<li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a> <li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a>
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROI (Region of Interest)</a> <li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROIs (Regions of Interest)</a>
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<li class="toctree-l1"><a class="reference internal" href="../Configuration/">Graphical Configuration</a> <li class="toctree-l1"><a class="reference internal" href="../Configuration/">Graphical Configuration</a>
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<li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROI (Region of Interest)</a> <li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROIs (Regions of Interest)</a>
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<li class="toctree-l1"><a class="reference internal" href="ROI-Configuration/">ROI (Region of Interest)</a> <li class="toctree-l1"><a class="reference internal" href="ROI-Configuration/">ROIs (Regions of Interest)</a>
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<li class="toctree-l1 current"><a class="reference internal current" href="./">Initial Setup</a> <li class="toctree-l1 current"><a class="reference internal current" href="./">Initial Setup</a>
<ul class="current"> <ul class="current">
<li class="toctree-l2"><a class="reference internal" href="#5-general-settings">5. General Settings</a> <li class="toctree-l2"><a class="reference internal" href="#finish-the-setup-and-change-to-the-normal-operation-mode">Finish the Setup and change to the Normal Operation mode</a>
<ul>
<li class="toctree-l3"><a class="reference internal" href="#expert-mode">Expert Mode</a>
</li> </li>
</ul> <li class="toctree-l2"><a class="reference internal" href="#access-to-the-setup-pages-in-the-normal-operation-mode">Access to the Setup Pages in the Normal Operation mode</a>
</li>
<li class="toctree-l2"><a class="reference internal" href="#finish-setup-and-change-to-normal-operation">Finish Setup and change to normal operation</a>
</li>
<li class="toctree-l2"><a class="reference internal" href="#access-to-setup-in-normal-operation-mode">Access to setup in normal operation mode</a>
</li> </li>
</ul> </ul>
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</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a> <li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a>
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROI (Region of Interest)</a> <li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROIs (Regions of Interest)</a>
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../Configuration/">Graphical Configuration</a> <li class="toctree-l1"><a class="reference internal" href="../Configuration/">Graphical Configuration</a>
</li> </li>
@@ -188,50 +182,31 @@
<h1 id="initial-setup">Initial Setup</h1> <h1 id="initial-setup">Initial Setup</h1>
<p>After setting up the device (firmware, SD card, WLAN) the device will connect to the wifi access point and start in an initial setup configuration:</p> <p>After setting up the device (firmware, SD card, WLAN) the device will connect to the wifi access point and start in an initial setup configuration:</p>
<p><img alt="" src="../img/setup_initial_welcome.png" style="width:500px" /></p> <p><img alt="" src="../img/setup_initial_welcome.png" style="width:500px" /></p>
<p>In the top you can navigate through 5 steps, that guide you through the necessary setup:</p> <p>With the buttons on the top you can navigate through 5 steps which guide you through the necessary setup:</p>
<ol> <ol>
<li><a href="../Reference-Image/">Reference Image</a></li> <li>Create the <a href="../Reference-Image/">Reference Image</a>. It is the base for the position referencing and the identification of the digits and counters.</li>
<li><a href="../Alignment/">Alignment</a></li> <li>Define two unique <a href="../Alignment/">References</a>. It is used to align the individual camera images and identify the absolut positions.</li>
<li><a href="../ROI-Configuration/">Digital ROIs</a></li> <li>Define the <a href="../ROI-Configuration/">Digital ROIs</a> to be recognized. (Only required in case your meter has analoge pointers).</li>
<li><a href="../ROI-Configuration/">Analog ROIs</a> (Only required in case your meter has analoge pointers)</li> <li>Define the <a href="../ROI-Configuration/">Analog ROIs</a> to be identified</li></li>
<li><a href="../Configuration/">General Settings</a></li> <li><a href="../Configuration/">General Settings</a>. Most settings can be used with default value at the beginning.</li>
</ol> </ol>
<p>All settings can be accessed also later in the normal operation mode.</p> <p>All settings can be accessed also later in the normal operation mode.</p>
<p>TODO rework</p> <div class="admonition note">
<h2 id="5-general-settings">5. General Settings</h2> <p class="admonition-title">Note</p>
<p>In the next steps you can configure the behavior and external interfaces in detail:</p> <p>Don' t forget to save each step with "Save" and do not reboot at this stage.</p>
<p><img alt="" src="../img/initial_setup_5_configuration.jpg" style="width:500px" /></p> </div>
<p>The configuration is divided into different sub topics:</p> <h2 id="finish-the-setup-and-change-to-the-normal-operation-mode">Finish the Setup and change to the Normal Operation mode</h2>
<ul> <p>With the last step <code>(1)</code> you leave the <strong>Setup Mode</strong> and reboot to the <strong>Normal Operation mode</strong>.</p>
<li>TakeImage</li>
<li>Digits</li>
<li>Analog</li>
<li>PostProcessing</li>
<li>MQTT</li>
<li>InfluxDB</li>
<li>GPIO Settings</li>
<li>Autotimer</li>
<li>DataLogging</li>
<li>Debug</li>
<li>System</li>
</ul>
<p>The details are explained in other parts of the manual (see links (<strong>TBD</strong>))</p>
<p>Some of the sections as well as parameters are mandatory. They can be en/disabled in the first column (1).
The setting itself is done in the next column (2) and a brief explanation you can find in the last column (3).</p>
<p>Don' t forget to save the settings with "Save" and do not reboot at this stage.</p>
<h4 id="expert-mode">Expert Mode</h4>
<p>With the normal parameters you should be able to make the needed settings for most of the system. Sometimes there is some fine tunning needed. For this there is an expert mode available. This can be enabled with the check box at the top (4). After this you see much more parameters. But before modifying them you should be really sure, what they are about.</p>
<h2 id="finish-setup-and-change-to-normal-operation">Finish Setup and change to normal operation</h2>
<p>After setting up everything, there is a last step to be done:</p>
<p><img alt="" src="../img/initial_setup_6_finish_reboot.jpg" style="width:500px" /></p> <p><img alt="" src="../img/initial_setup_6_finish_reboot.jpg" style="width:500px" /></p>
<p>With (1) you leave the setup mode and reboot to normal operation mode.</p> <h2 id="access-to-the-setup-pages-in-the-normal-operation-mode">Access to the Setup Pages in the Normal Operation mode</h2>
<h2 id="access-to-setup-in-normal-operation-mode">Access to setup in normal operation mode</h2> <p>You always can access all the settings during the normal operation mode via the <code>Settings</code> menu:</p>
<p>You can access all the settings also during the normal working mode via the "Settings" menu:</p>
<p><img alt="" src="../img/initial_setup_7_access_normal_mode.jpg" style="width:500px" /></p> <p><img alt="" src="../img/initial_setup_7_access_normal_mode.jpg" style="width:500px" /></p>
<p>(1) Access to configuration parameters</p> <ul>
<p>(2) Update of reference image</p> <li><code>(1)</code> Access to the <a href="../Configuration/">General Settings</a>.</li>
<p>(3) Update of alignment marks</p> <li><code>(2)</code> Update of the <a href="../Reference-Image/">Reference Image</a>.</li>
<p>(4)/(5) Update of the ROI setting</p> <li><code>(3)</code> Update of the <a href="../Alignment/">Alignment Marks</a>.</li>
<li><code>(4)/(5)</code> Update of the <a href="../ROI-Configuration/">ROIs</a>.</li>
</ul>
</div> </div>
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</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a> <li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a>
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROI (Region of Interest)</a> <li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROIs (Regions of Interest)</a>
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../Configuration/">Graphical Configuration</a> <li class="toctree-l1"><a class="reference internal" href="../Configuration/">Graphical Configuration</a>
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</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a> <li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a>
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROI (Region of Interest)</a> <li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROIs (Regions of Interest)</a>
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../Configuration/">Graphical Configuration</a> <li class="toctree-l1"><a class="reference internal" href="../Configuration/">Graphical Configuration</a>
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</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a> <li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a>
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROI (Region of Interest)</a> <li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROIs (Regions of Interest)</a>
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="../Configuration/">Graphical Configuration</a> <li class="toctree-l1"><a class="reference internal" href="../Configuration/">Graphical Configuration</a>
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</li> </li>
<li class="toctree-l1"><a class="reference internal" href="./Alignment/">Alignment References</a> <li class="toctree-l1"><a class="reference internal" href="./Alignment/">Alignment References</a>
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="./ROI-Configuration/">ROI (Region of Interest)</a> <li class="toctree-l1"><a class="reference internal" href="./ROI-Configuration/">ROIs (Regions of Interest)</a>
</li> </li>
<li class="toctree-l1"><a class="reference internal" href="./Configuration/">Graphical Configuration</a> <li class="toctree-l1"><a class="reference internal" href="./Configuration/">Graphical Configuration</a>
</li> </li>

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