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<div class="wy-menu wy-menu-vertical" data-spy="affix" role="navigation" aria-label="Navigation menu">
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<p class="caption"><span class="caption-text">Getting Started</span></p>
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<ul>
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<ul class="current">
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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="../Hardware-Compatibility/">Hardware Compatibility</a>
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</li>
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<li class="toctree-l1 current"><a class="reference internal current" href="./">Best Practice</a>
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<ul class="current">
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<li class="toctree-l2"><a class="reference internal" href="#camera-placement">Camera Placement</a>
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</li>
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<li class="toctree-l2"><a class="reference internal" href="#reflections">Reflections</a>
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</li>
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<li class="toctree-l2"><a class="reference internal" href="#post-processing">Post-processing</a>
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</li>
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</ul>
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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">Configuration</span></p>
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<ul>
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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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</ul>
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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="../Build-Instructions/">Build the project yourself</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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</ul>
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<p class="caption"><span class="caption-text">Asorted Pages</span></p>
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<ul class="current">
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<ul>
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<li class="toctree-l1"><a class="reference internal" href="../Addditional-Information/">Addditional Information</a>
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</li>
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<li class="toctree-l1 current"><a class="reference internal current" href="./">Best Practice</a>
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<ul class="current">
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</ul>
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</li>
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<li class="toctree-l1"><a class="reference internal" href="../Build-Instructions/">New</a>
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</li>
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<li class="toctree-l1"><a class="reference internal" href="../Choosing-the-Model/">Which model should I use?</a>
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</li>
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<li class="toctree-l1"><a class="reference internal" href="../Configuration-Parameter-Details/">Configuration Parameter Details</a>
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</li>
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<li class="toctree-l1"><a class="reference internal" href="../Configuration/">Configuration</a>
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</li>
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<li class="toctree-l1"><a class="reference internal" href="../Graphical-configuration/">Graphical configuration</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="../Install-a-rolling-%28unstable%29-release/">:bangbang: Living on the edge :bangbang:</a>
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</li>
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<li class="toctree-l1"><a class="reference internal" href="../Integrated%20Functions/">Integrated Functions</a>
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</li>
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<li class="toctree-l1"><a class="reference internal" href="../Watermeter-specific-analog---digital-transition/">Understanding the problem</a>
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</li>
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<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>
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</li>
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</ul>
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</div>
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</div>
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<div class="rst-content"><div role="navigation" aria-label="breadcrumbs navigation">
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<ul class="wy-breadcrumbs">
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<li><a href=".." class="icon icon-home" alt="Docs"></a> »</li>
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<li>Asorted Pages »</li>
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<li>Getting Started »</li>
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<li>Best Practice</li>
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<li class="wy-breadcrumbs-aside">
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<a href="https://github.com/jomjol/AI-on-the-edge-device-docs/edit/main/docs/Best-Practice.md" class="icon icon-github"> Edit on GitHub</a>
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<div role="main" class="document" itemscope="itemscope" itemtype="http://schema.org/Article">
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<div class="section" itemprop="articleBody">
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<p>This page shows some best practices.</p>
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<h1 id="camera-placement">Camera Placement</h1>
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<h1 id="best-practice">Best Practice</h1>
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<p>This page shows some best practices:</p>
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<h2 id="camera-placement">Camera Placement</h2>
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<ul>
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<li>Move the Camera as close as possible(~4cm), this will help get rid of reflections.
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-> focus can be adjusted by turning the outer black ring of the camera.</li>
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<li>If the LED reflections are too strong, put tape over the LED to defuse the light</li>
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<li>Change the ImageSize to QVGA under "Expert mode" configuration when close enough, this will be faster and is often good enough for digital recognition.</li>
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</ul>
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<h1 id="reflections">Reflections</h1>
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<h2 id="reflections">Reflections</h2>
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<ul>
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<li>Try to get ride of the reflections by rotating the camera, so that the reflections are at positions, where no number is.</li>
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<li>By using the external LED option, you can place WS2812 LEDs freely away from the main axis.</li>
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<li>Users report, that a handy cover foil could also help</li>
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</ul>
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<h1 id="post-processing">Post-processing</h1>
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<h2 id="post-processing">Post-processing</h2>
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<ul>
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<li>Filter out the Number "9", as "3" will often be misread for a "9" and void every number between 3 and 9 due to it being negative flow.</li>
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<li>Split the readings into two, while the decimal numbers might move to fast to be recognized, at least the slower moving part will produce a correct reading.
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-> keep in mind that the offset needs to be adjusted, a.e if you have a comma reading of "3", it needs to become "0.3". This can be done wherever the data ends up being sent, like home assistant using sensor templates.</li>
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<li>If you are using a low resolution and only digital mode, processing can often be done in <1 minute. Check the logs to confirm how fast it is and then set the interval accordingly under "Expert mode" in configuration, as the normal mode will lock you to 3+ minutes.</li>
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</ul>
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<hr />
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<ul>
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<li>[ ] Todo condense from various discussions, eg. ~~https://github.com/jomjol/AI-on-the-edge-device/issues/765~~ and https://github.com/jomjol/AI-on-the-edge-device/discussions/984</li>
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<li>[ ] Todo add images and more in-depth explanation </li>
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</ul>
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</div>
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</div><footer>
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<div class="rst-footer-buttons" role="navigation" aria-label="Footer Navigation">
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<a href="../Addditional-Information/" class="btn btn-neutral float-left" title="Addditional Information"><span class="icon icon-circle-arrow-left"></span> Previous</a>
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<a href="../Build-Instructions/" class="btn btn-neutral float-right" title="New">Next <span class="icon icon-circle-arrow-right"></span></a>
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<a href="../Hardware-Compatibility/" class="btn btn-neutral float-left" title="Hardware Compatibility"><span class="icon icon-circle-arrow-left"></span> Previous</a>
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<a href="../FAQs/" class="btn btn-neutral float-right" title="Frequently Asked Questions">Next <span class="icon icon-circle-arrow-right"></span></a>
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</div>
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<hr/>
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</span>
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<span><a href="../Addditional-Information/" style="color: #fcfcfc">« Previous</a></span>
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<span><a href="../Hardware-Compatibility/" style="color: #fcfcfc">« Previous</a></span>
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<span><a href="../Build-Instructions/" style="color: #fcfcfc">Next »</a></span>
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<span><a href="../FAQs/" style="color: #fcfcfc">Next »</a></span>
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