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<li class="toctree-l1 current"><a class="reference internal current" href="./">Reference Image</a>
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<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/">ROIs (Regions of Interest)</a>
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<li class="toctree-l1"><a class="reference internal" href="../Choosing-the-Model/">Model Selection</a>
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</li>
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<li class="toctree-l1"><a class="reference internal" href="../ota/">Over-The-Air (OTA) Update</a>
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<p class="caption"><span class="caption-text">Advanced</span></p>
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<ul>
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<li class="toctree-l1"><a class="reference internal" href="../Parameters/">Parameters</a>
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</li>
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<li class="toctree-l1"><a class="reference internal" href="../Integration-Home-Assistant/">Integration into Home Assistant</a>
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</li>
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<li class="toctree-l1"><a class="reference internal" href="../External-LED/">External LED</a>
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</li>
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<li class="toctree-l1"><a class="reference internal" href="../data-logging/">Data Logging</a>
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</li>
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<li class="toctree-l1"><a class="reference internal" href="../rolling-installation/">Living on the Edge</a>
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</li>
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<li class="toctree-l1"><a class="reference internal" href="../Watermeter-specific-analog---digital-transition/">Analog/Digital Transition on Water Meters</a>
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</li>
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<li class="toctree-l1"><a class="reference internal" href="../collect-new-images/">Collect images to improve the models</a>
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||||
</li>
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<li class="toctree-l1"><a class="reference internal" href="../Learn-models-with-your-own-images/">Learn a model with your own images</a>
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</li>
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<li class="toctree-l1"><a class="reference internal" href="../Correction%20Algorithm/">Correction Algorithm</a>
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</li>
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<li class="toctree-l1"><a class="reference internal" href="../Neural-Network-Types/">Neural Network Types</a>
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</li>
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<li class="toctree-l1"><a class="reference internal" href="../Additional-Information/">Additional Information</a>
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</li>
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<li class="toctree-l1"><a class="reference internal" href="../New-Releases-Notification/">Notification about new Releases</a>
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</li>
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</ul>
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<p class="caption"><span class="caption-text">Troubleshooting</span></p>
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<ul>
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||||
<li class="toctree-l1"><a class="reference internal" href="../Error-Codes/">Reduced webinterface (error codes)</a>
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||||
</li>
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||||
<li class="toctree-l1"><a class="reference internal" href="../StatusLED-BlinkCodes/">Board status LED (blink codes)</a>
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</li>
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<li class="toctree-l1"><a class="reference internal" href="../WLAN-disconnect-reason/">WLAN disconnect reasons</a>
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</li>
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||||
<li class="toctree-l1"><a class="reference internal" href="../Error-Debugging/">Often observed issues</a>
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||||
</li>
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<li class="toctree-l1"><a class="reference internal" href="../Frequent-Reboots/">Basic hardware/config issues</a>
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</li>
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<li class="toctree-l1"><a class="reference internal" href="../Demo-Mode/">Demo mode</a>
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</li>
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</ul>
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<p class="caption"><span class="caption-text">API's</span></p>
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||||
<ul>
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||||
<li class="toctree-l1"><a class="reference internal" href="../REST-API/">REST API</a>
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||||
</li>
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<li class="toctree-l1"><a class="reference internal" href="../MQTT-API/">MQTT API</a>
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</li>
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</li>
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<p class="caption"><span class="caption-text">Development</span></p>
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<ul>
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||||
<li class="toctree-l1"><a class="reference internal" href="../Build-Instructions/">Build the Project</a>
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</li>
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<li class="toctree-l1"><a class="reference internal" href="../Testing/">Testing</a>
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<li class="toctree-l1"><a class="reference internal" href="../outdated--Integrated-Functions/">Integrated Functions</a>
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</li>
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</ul>
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||||
<p class="caption"><span class="caption-text">Assorted Pages</span></p>
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<p class="caption"><span class="caption-text">Getting Started</span></p>
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<ul>
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<li class="toctree-l1"><a class="reference internal" href="..">Welcome</a>
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||||
</li>
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<li class="toctree-l1"><a class="reference internal" href="../Installation/">Installation</a>
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</li>
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<li class="toctree-l1"><a class="reference internal" href="../initial-setup/">Initial Setup</a>
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||||
</li>
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||||
<li class="toctree-l1"><a class="reference internal" href="../Hardware-Compatibility/">Hardware Compatibility</a>
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||||
</li>
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||||
<li class="toctree-l1"><a class="reference internal" href="../Best-Practice/">Best Practice</a>
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||||
</li>
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||||
<li class="toctree-l1"><a class="reference internal" href="../FAQs/">Frequently Asked Questions</a>
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||||
</li>
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||||
</ul>
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||||
<p class="caption"><span class="caption-text">External 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>
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||||
</li>
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<li class="toctree-l1"><a class="" href="https://github.com/jomjol/AI-on-the-edge-device/issues">Create an Issue</a>
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</li>
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<li class="toctree-l1"><a class="" href="https://github.com/jomjol/AI-on-the-edge-device/discussions">Join a Discussion</a>
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</li>
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</ul>
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||||
<p class="caption"><span class="caption-text">Configuration</span></p>
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||||
<ul class="current">
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||||
<li class="toctree-l1 current"><a class="reference internal current" href="./">Reference Image</a>
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||||
<ul class="current">
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<li class="toctree-l2"><a class="reference internal" href="#focus">Focus</a>
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||||
</li>
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||||
<li class="toctree-l2"><a class="reference internal" href="#correct-horizontal-alignment">Correct Horizontal Alignment</a>
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||||
</li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="#dealing-with-reflections">Dealing with Reflections</a>
|
||||
</li>
|
||||
</ul>
|
||||
</li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../Alignment/">Alignment References</a>
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||||
</li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../ROI-Configuration/">ROIs (Regions of Interest)</a>
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||||
</li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../Configuration/">Graphical Configuration</a>
|
||||
</li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../Choosing-the-Model/">Model Selection</a>
|
||||
</li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../ota/">Over-The-Air (OTA) Update</a>
|
||||
</li>
|
||||
</ul>
|
||||
<p class="caption"><span class="caption-text">Advanced</span></p>
|
||||
<ul>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../Parameters/">Parameters</a>
|
||||
</li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../Integration-Home-Assistant/">Integration into Home Assistant</a>
|
||||
</li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../External-LED/">External LED</a>
|
||||
</li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../data-logging/">Data Logging</a>
|
||||
</li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../rolling-installation/">Living on the Edge</a>
|
||||
</li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../Watermeter-specific-analog---digital-transition/">Analog/Digital Transition on Water Meters</a>
|
||||
</li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../collect-new-images/">Collect images to improve the models</a>
|
||||
</li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../Learn-models-with-your-own-images/">Learn a model with your own images</a>
|
||||
</li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../Correction%20Algorithm/">Correction Algorithm</a>
|
||||
</li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../Neural-Network-Types/">Neural Network Types</a>
|
||||
</li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../Additional-Information/">Additional Information</a>
|
||||
</li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../New-Releases-Notification/">Notification about new Releases</a>
|
||||
</li>
|
||||
</ul>
|
||||
<p class="caption"><span class="caption-text">Troubleshooting</span></p>
|
||||
<ul>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../Error-Codes/">Reduced webinterface (error codes)</a>
|
||||
</li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../StatusLED-BlinkCodes/">Board status LED (blink codes)</a>
|
||||
</li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../WLAN-disconnect-reason/">WLAN disconnect reasons</a>
|
||||
</li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../Error-Debugging/">Often observed issues</a>
|
||||
</li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../Frequent-Reboots/">Basic hardware/config issues</a>
|
||||
</li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../Demo-Mode/">Demo mode</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>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../Influx-DB/">Influx DB</a>
|
||||
</li>
|
||||
</ul>
|
||||
<p class="caption"><span class="caption-text">Development</span></p>
|
||||
<ul>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../Build-Instructions/">Build the Project</a>
|
||||
</li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../Upload-files-by-script/">Scripted File Upload</a>
|
||||
</li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../Testing/">Testing Option for VSCode</a>
|
||||
</li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../Release-creation/">Preparing for Release</a>
|
||||
</li>
|
||||
</ul>
|
||||
<p class="caption"><span class="caption-text">Old Pages (no longer maintained)</span></p>
|
||||
<ul>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../outdated--Integrated-Functions/">Integrated Functions</a>
|
||||
</li>
|
||||
</ul>
|
||||
<p class="caption"><span class="caption-text">Assorted Pages</span></p>
|
||||
<ul>
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</ul>
|
||||
</div>
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<a href="..">AI on the Edge Device</a>
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<li><a aria-label="Docs" class="icon icon-home" href=".."></a> »</li>
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<li>Configuration »</li>
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<li class="breadcrumb-item active">Reference Image</li>
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<a class="icon icon-github" href="https://github.com/jomjol/AI-on-the-edge-device-docs/edit/main/docs/Reference-Image.md"> Edit on GitHub</a>
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<div class="document" itemscope="itemscope" itemtype="http://schema.org/Article" role="main">
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<div class="section" itemprop="articleBody">
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<h1 id="reference-image"><span class="enumerate-headings-plugin enumerate-heading-plugin">1.</span> Reference Image</h1>
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<div class="admonition note">
|
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<p class="admonition-title">Note</p>
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<p>The Reference Image is the basis for the coordinate system of the ROIs. Therefore it is very important, to have a well aligned image, that is not rotated. </p>
|
||||
@@ -192,8 +185,8 @@
|
||||
<p>At first an example image is shown.
|
||||
To define a new reference image push the button <code>"Create new Reference" (2)</code> and afterwards <code>"Take Image" (2)</code>. It might take some seconds for processing, then your actual camera image should be shown.
|
||||
Then play with the provided parameters to get a good result.</p>
|
||||
<p><img alt="" src="../img/initial_setup_1_reference_image.jpg" style="width:500px" /></p>
|
||||
<h2 id="focus">Focus</h2>
|
||||
<p><img alt="" src="../img/initial_setup_1_reference_image.jpg" style="width:500px"/></p>
|
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<h2 id="focus"><span class="enumerate-headings-plugin enumerate-heading-plugin">1.1</span> Focus</h2>
|
||||
<p>This is the first time, where you have access to the camera image. It most likely is out of focus and not sharp!
|
||||
Ensure a sharp image of the camera by adjusting the focal length of the ESP OV2640 camera.</p>
|
||||
<div class="admonition note">
|
||||
@@ -216,8 +209,8 @@ Make sure <strong>not</strong> to rotate the whole camera as this can damage the
|
||||
<p class="admonition-title">Warning</p>
|
||||
<p>This modification will render the camera unsuitable for general, web-cam type applications unless the focal length is changed back to the original setting.</p>
|
||||
</div>
|
||||
<p><img alt="" src="../img/focus_adjustment.jpg" /></p>
|
||||
<h2 id="correct-horizontal-alignment">Correct Horizontal Alignment</h2>
|
||||
<p><img alt="" src="../img/focus_adjustment.jpg"/></p>
|
||||
<h2 id="correct-horizontal-alignment"><span class="enumerate-headings-plugin enumerate-heading-plugin">1.2</span> Correct Horizontal Alignment</h2>
|
||||
<p>Ensure an <strong>exact horizontal alignment</strong> of the number:</p>
|
||||
<table>
|
||||
<thead>
|
||||
@@ -228,8 +221,8 @@ Make sure <strong>not</strong> to rotate the whole camera as this can damage the
|
||||
</thead>
|
||||
<tbody>
|
||||
<tr>
|
||||
<td><img alt="" src="../img/alignment_okay.jpg" /></td>
|
||||
<td><img alt="" src="../img/alignment_not_okay.jpg" /></td>
|
||||
<td><img alt="" src="../img/alignment_okay.jpg"/></td>
|
||||
<td><img alt="" src="../img/alignment_not_okay.jpg"/></td>
|
||||
</tr>
|
||||
</tbody>
|
||||
</table>
|
||||
@@ -244,7 +237,7 @@ Therefore do this step later only with caution.</p>
|
||||
<p>A reboot is not required at this point of time.</p>
|
||||
</div>
|
||||
<p>As next you should update the <a href="../Alignment/">Alignment References</a>.</p>
|
||||
<h2 id="dealing-with-reflections">Dealing with Reflections</h2>
|
||||
<h2 id="dealing-with-reflections"><span class="enumerate-headings-plugin enumerate-heading-plugin">1.3</span> Dealing with Reflections</h2>
|
||||
<p>Reflections can be caused by the flash LED and make it hard to provide a reliable detection.
|
||||
There are various ways to deal with them:</p>
|
||||
<ul>
|
||||
@@ -253,55 +246,41 @@ There are various ways to deal with them:</p>
|
||||
<li>Reduce the LED intensity.</li>
|
||||
<li>Use external LED stripes, eg <code>WS2812x</code>.</li>
|
||||
</ul>
|
||||
|
||||
</div>
|
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</div><footer>
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<a href="../FAQs/" class="btn btn-neutral float-left" title="Frequently Asked Questions"><span class="icon icon-circle-arrow-left"></span> Previous</a>
|
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<a href="../Alignment/" class="btn btn-neutral float-right" title="Alignment References">Next <span class="icon icon-circle-arrow-right"></span></a>
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</div>
|
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|
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|
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<a class="btn btn-neutral float-right" href="../Alignment/" title="Alignment References">Next <span class="icon icon-circle-arrow-right"></span></a>
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