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<li>Wrong configuration, missing configuration files</li>
<li>Unstable hardware - see [[Hardware Compatibility]]</li>
</ul>
<p>There is a dedicated Wiki page about this: <a href="https://jomjol.github.io/AI-on-the-edge-device-docs/Frequent-Reboots/">Frequent Reboots</a>.</p>
<p>There is a dedicated page about this: <a href="../Frequent-Reboots/">Frequent Reboots</a>.</p>
<h3 id="how-accurate-are-the-detections">How accurate are the detections?</h3>
<p>It is hard to give a specific accuracy number. It depends on many factors, e.g.</p>
<ul>
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<li>Are you trying to read digits, an analog dial, or both?</li>
<li>etc.</li>
</ul>
<p>Anecdotally, the authors of this wiki have great success with the meter. While the AI algorithm itself is not perfect and sometimes returns <code>NaN</code> or incorrect values, other post-processing / prevalue / sanity checks help ensure such invalid values are filtered out. With the correct settings, one author has been running this device for 1 month without any incorrect values reported. </p>
<p>Anecdotally, the authors of this page have great success with the meter. While the AI algorithm itself is not perfect and sometimes returns <code>NaN</code> or incorrect values, other post-processing / prevalue / sanity checks help ensure such invalid values are filtered out. With the correct settings, one author has been running this device for 1 month without any incorrect values reported. </p>
<p>See the FAQs below for more details and configuration hints.</p>
<h2 id="my-numbers-are-not-corrected-detected-what-can-i-do">My numbers are not corrected detected. What can I do?</h2>
<ul>
<li>There is a dedicated Wiki page about the correct setting <a href="https://jomjol.github.io/AI-on-the-edge-device-docs/ROI-Configuration/">ROI Configuration</a>.</li>
<li>There is a dedicated page about the correct setting <a href="../ROI-Configuration/">ROI Configuration</a>.</li>
<li>This page also includes the instructions for gathering new images for the training.</li>
</ul>
<h2 id="how-can-i-ensure-invalid-numbers-are-never-reported">How can I ensure invalid numbers are never reported?</h2>