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<!DOCTYPE html>
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<title>Graphical Configuration - AI on the Edge Device</title>
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<a class="md-skip" href="#graphical-configuration">1.
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AI on the Edge Device
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Graphical Configuration
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Initializing search
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Getting Started
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Getting Started
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Welcome
</span>
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<a class="md-nav__link" href="../Installation/">
<span class="md-ellipsis">
Installation
</span>
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<a class="md-nav__link" href="../initial-setup/">
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Initial Setup
</span>
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Hardware Compatibility
</span>
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Best Practice
</span>
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Frequently Asked Questions
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Configuration
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Configuration
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<ul class="md-nav__list" data-md-scrollfix="">
<li class="md-nav__item">
<a class="md-nav__link" href="../Reference-Image/">
<span class="md-ellipsis">
Reference Image
</span>
</a>
</li>
<li class="md-nav__item">
<a class="md-nav__link" href="../Alignment/">
<span class="md-ellipsis">
Alignment References
</span>
</a>
</li>
<li class="md-nav__item">
<a class="md-nav__link" href="../ROI-Configuration/">
<span class="md-ellipsis">
ROIs (Regions of Interest)
</span>
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Graphical Configuration
</span>
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Graphical Configuration
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Table of contents
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<li class="md-nav__item">
<a class="md-nav__link" href="#expert-parameters">1.1
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Expert Parameters
</span>
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<a class="md-nav__link" href="#manual-editing-of-the-config-file">1.2
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Manual Editing of the Config File
</span>
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<a class="md-nav__link" href="#background-information">1.3
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Background Information
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Processing steps - Overview
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<a class="md-nav__link" href="#1-takeimage">1.3.1.1
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1. [TakeImage]
</span>
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<a class="md-nav__link" href="#2-alignment">1.3.1.2
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2. [Alignment]
</span>
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<a class="md-nav__link" href="#3-digits">1.3.1.3
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3. [Digits]
</span>
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<a class="md-nav__link" href="#4-analog">1.3.1.4
<span class="md-ellipsis">
4. [Analog]
</span>
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<a class="md-nav__link" href="#5-postprocessing">1.3.1.5
<span class="md-ellipsis">
5. [PostProcessing]
</span>
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6. [MQTT]
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7. [AutoTimer]
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8. [Debug]
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Model Selection
</span>
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Over-The-Air (OTA) Update
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Advanced
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Advanced
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Parameters
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Integration into Home Assistant
</span>
</a>
</li>
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<a class="md-nav__link" href="../External-LED/">
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External LED
</span>
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<a class="md-nav__link" href="../data-logging/">
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Data Logging
</span>
</a>
</li>
<li class="md-nav__item">
<a class="md-nav__link" href="../Password-Protection/">
<span class="md-ellipsis">
Password Protection of the Web Interface and REST API
</span>
</a>
</li>
<li class="md-nav__item">
<a class="md-nav__link" href="../unstable-installation/">
<span class="md-ellipsis">
Living on the Edge
</span>
</a>
</li>
<li class="md-nav__item">
<a class="md-nav__link" href="../Watermeter-specific-analog---digital-transition/">
<span class="md-ellipsis">
Analog/Digital Transition on Water Meters
</span>
</a>
</li>
<li class="md-nav__item">
<a class="md-nav__link" href="../collect-new-images/">
<span class="md-ellipsis">
Collect images to improve the models
</span>
</a>
</li>
<li class="md-nav__item">
<a class="md-nav__link" href="../Learn-models-with-your-own-images/">
<span class="md-ellipsis">
Learn a model with your own images
</span>
</a>
</li>
<li class="md-nav__item">
<a class="md-nav__link" href="../Correction%20Algorithm/">
<span class="md-ellipsis">
Correction Algorithm
</span>
</a>
</li>
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<a class="md-nav__link" href="../Neural-Network-Types/">
<span class="md-ellipsis">
Neural Network Types
</span>
</a>
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<a class="md-nav__link" href="../Additional-Information/">
<span class="md-ellipsis">
Additional Information
</span>
</a>
</li>
<li class="md-nav__item">
<a class="md-nav__link" href="../New-Releases-Notification/">
<span class="md-ellipsis">
Notification about new Releases
</span>
</a>
</li>
<li class="md-nav__item">
<a class="md-nav__link" href="../prometheus-openmetrics/">
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Prometheus/OpenMetrics
</span>
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Troubleshooting
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Troubleshooting
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<a class="md-nav__link" href="../Error-Codes/">
<span class="md-ellipsis">
Reduced webinterface (error codes)
</span>
</a>
</li>
<li class="md-nav__item">
<a class="md-nav__link" href="../StatusLED-BlinkCodes/">
<span class="md-ellipsis">
Board status LED (blink codes)
</span>
</a>
</li>
<li class="md-nav__item">
<a class="md-nav__link" href="../WLAN-disconnect-reason/">
<span class="md-ellipsis">
WLAN disconnect reasons
</span>
</a>
</li>
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<a class="md-nav__link" href="../Error-Debugging/">
<span class="md-ellipsis">
Often observed issues
</span>
</a>
</li>
<li class="md-nav__item">
<a class="md-nav__link" href="../Frequent-Reboots/">
<span class="md-ellipsis">
Basic hardware/config issues
</span>
</a>
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Demo mode
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Quick Links
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Quick Links
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<a class="md-nav__link" href="https://github.com/jomjol/AI-on-the-edge-device/releases">
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Releases
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<a class="md-nav__link" href="https://jomjol.github.io/AI-on-the-edge-device/index.html">
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Web Installer/Console
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<li class="md-nav__item">
<a class="md-nav__link" href="https://github.com/jomjol/AI-on-the-edge-device/issues">
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Create an Issue
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<li class="md-nav__item">
<a class="md-nav__link" href="https://github.com/jomjol/AI-on-the-edge-device/discussions">
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Join a Discussion
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<a class="md-nav__link" href="#expert-parameters">1.1
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Expert Parameters
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1. [TakeImage]
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2. [Alignment]
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3. [Digits]
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4. [Analog]
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5. [PostProcessing]
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6. [MQTT]
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7. [AutoTimer]
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<h1 id="graphical-configuration"><span class="enumerate-headings-plugin enumerate-heading-plugin">1.</span> Graphical Configuration</h1>
<p>Most of the settings can be modified on the Settings page:</p>
<p><img align="middle" src="../img/config_s1_access.jpg" width="600"/></p>
<p>It can be reached via the menu <code>Settings &gt; Configuration</code>.</p>
<div class="admonition note">
<p class="admonition-title">Note</p>
<ul>
<li>To activate the changes, the device needs to be restarted after saving the changes.</li>
<li>Most of the commands need processing on the ESP32 device. This is not very fast - so please be patient.</li>
</ul>
</div>
<p>All parameters are documented on the <a href="../Parameters/">Parameters</a> page and as tooltips on the config page.</p>
<h2 id="expert-parameters"><span class="enumerate-headings-plugin enumerate-heading-plugin">1.1</span> Expert Parameters</h2>
<p>Some parameters are treated as <strong>Expert Parameters</strong> and are hidden by default.
Tick the checkbox in the top left corner to enable them:</p>
<p><img alt="" src="../img/expert-parameters.png"> </img></p>
<p>The <strong>Expert Parameters</strong> then will be shown with a red background:
<img alt="" src="../img/expert-parameters2.png"> </img></p>
<h2 id="manual-editing-of-the-config-file"><span class="enumerate-headings-plugin enumerate-heading-plugin">1.2</span> Manual Editing of the Config File</h2>
<p>Even more configuration parameters can be edited manually in the <code>config.ini</code>:</p>
<p><img alt="" src="../img/manual-config-editing.png"> </img></p>
<p>To edit the <code>config.ini</code> file directly, click on the <code>Edit Config.ini directly</code> button.</p>
<h2 id="background-information"><span class="enumerate-headings-plugin enumerate-heading-plugin">1.3</span> Background Information</h2>
<div class="admonition note">
<p class="admonition-title">Note</p>
<p>You do not need to understand this!
But you might be interested in it.</p>
</div>
<p>The principle is very simple and can most easily be described as a flow of processing steps. Each step has a dedicated parameter description in the <code>config.ini</code>, which is indicated by brackets <code>[name_of_step]</code>. The steps are processed in the order written in the config file. That means, that you first have to describe the image taking, then the aligning and cutting and only after that you can start to config a neural network. The last step is the post processing.</p>
<h3 id="processing-steps-overview"><span class="enumerate-headings-plugin enumerate-heading-plugin">1.3.1</span> Processing steps - Overview</h3>
<p>In the following you get a short overview over the available steps. This order is also the suggested order for the processing flow. Single steps can be left out, if not needed (e.g. omit the analog part, if only digits are present)</p>
<h4 id="1-takeimage"><span class="enumerate-headings-plugin enumerate-heading-plugin">1.3.1.1</span> 1. <code>[TakeImage]</code></h4>
<p>This steps parametrises the taking of the image by the ESP32-CAM. Size, quality and storage for logging and debugging can be set.</p>
<h4 id="2-alignment"><span class="enumerate-headings-plugin enumerate-heading-plugin">1.3.1.2</span> 2. <code>[Alignment]</code></h4>
<p>Image preprocessing, including image alignment with reference images</p>
<h4 id="3-digits"><span class="enumerate-headings-plugin enumerate-heading-plugin">1.3.1.3</span> 3. <code>[Digits]</code></h4>
<p>Neural network evaluation of an image for digits. The neural network is defined by a tflite formatted file and the output is a number between 0 .. 9 or NaN (if image is not unique enough)</p>
<h4 id="4-analog"><span class="enumerate-headings-plugin enumerate-heading-plugin">1.3.1.4</span> 4. <code>[Analog]</code></h4>
<p>Neural network evaluation of analog counter. The neural network is defined by a tflite formatted file and the output is a number between 0.0 .. 9.9, representing the position of the pointer.</p>
<h4 id="5-postprocessing"><span class="enumerate-headings-plugin enumerate-heading-plugin">1.3.1.5</span> 5. <code>[PostProcessing]</code></h4>
<p>Summarized the individually converted pictures to the overall result. It also implements some error corrections and consistency checks to filter wrong reading.</p>
<p>For more details look at <a href="../Correction%20Algorithm/">Correction Algorithm</a>).</p>
<h4 id="6-mqtt"><span class="enumerate-headings-plugin enumerate-heading-plugin">1.3.1.6</span> 6. <code>[MQTT]</code></h4>
<p>Transfer of the readings to a MQTT server.</p>
<h4 id="7-autotimer"><span class="enumerate-headings-plugin enumerate-heading-plugin">1.3.1.7</span> 7. <code>[AutoTimer]</code></h4>
<p>Configuration of the automated flow start at the start up of the ESP32. </p>
<h4 id="8-debug"><span class="enumerate-headings-plugin enumerate-heading-plugin">1.3.1.8</span> 8. <code>[Debug]</code></h4>
<p>Configuration for debugging details</p>
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