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<a class="md-skip" href="#collect-images-to-improve-the-models">1.
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AI on the Edge Device
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Collect images to improve the models
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<li class="toctree-l1"><a class="reference internal" href="../Reference-Image/">Reference Image</a>
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<li class="toctree-l1"><a class="reference internal" href="../Choosing-the-Model/">Model Selection</a>
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<p class="caption"><span class="caption-text">Advanced</span></p>
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<ul class="current">
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<li class="toctree-l1"><a class="reference internal" href="../Parameters/">Parameters</a>
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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 class="toctree-l1"><a class="reference internal" href="../data-logging/">Data Logging</a>
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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 current"><a class="reference internal current" href="./">Collect images to improve the models</a>
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<ul class="current">
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<li class="toctree-l2"><a class="reference internal" href="#before-you-start">Before you start</a>
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||||
</li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="#collecting-images">Collecting images</a>
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||||
</li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="#collecting-images-for-dig-class100dig-contana-class100">Collecting images for dig-class100/dig-cont/ana-class100</a>
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||||
</li>
|
||||
<li class="toctree-l2"><a class="reference internal" href="#share-your-images">Share your images</a>
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<ul>
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||||
<li class="toctree-l3"><a class="reference internal" href="#images-can-be-rejected-if">Images can be rejected if</a>
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</li>
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</ul>
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</li>
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</ul>
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</li>
|
||||
<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 class="toctree-l1"><a class="reference internal" href="../Neural-Network-Types/">Neural Network Types</a>
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<li class="toctree-l1"><a class="reference internal" href="../Additional-Information/">Additional Information</a>
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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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||||
</ul>
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||||
<p class="caption"><span class="caption-text">Troubleshooting</span></p>
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||||
<ul>
|
||||
<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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||||
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||||
</li>
|
||||
<li class="toctree-l1"><a class="reference internal" href="../WLAN-disconnect-reason/">WLAN disconnect reasons</a>
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||||
</li>
|
||||
<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="../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 class="toctree-l1"><a class="reference internal" href="../Influx-DB/">Influx DB</a>
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<p class="caption"><span class="caption-text">Development</span></p>
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<li class="toctree-l1"><a class="reference internal" href="../Release-creation/">Preparing for Release</a>
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<p class="caption"><span class="caption-text">Old Pages (no longer maintained)</span></p>
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<li class="toctree-l1"><a class="reference internal" href="../outdated--Integrated-Functions/">Integrated Functions</a>
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<p class="caption"><span class="caption-text">Assorted Pages</span></p>
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Getting Started
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Getting Started
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Welcome
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Installation
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Initial Setup
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Hardware Compatibility
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Best Practice
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Frequently Asked Questions
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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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<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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<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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Configuration
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Configuration
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Reference Image
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|
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<a class="md-nav__link" href="../Alignment/">
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Alignment References
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|
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<li class="md-nav__item">
|
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<a class="md-nav__link" href="../ROI-Configuration/">
|
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<span class="md-ellipsis">
|
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ROIs (Regions of Interest)
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</span>
|
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</a>
|
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</li>
|
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<li class="md-nav__item">
|
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<a class="md-nav__link" href="../Configuration/">
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<span class="md-ellipsis">
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Graphical Configuration
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|
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</a>
|
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</li>
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<li class="md-nav__item">
|
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<a class="md-nav__link" href="../Choosing-the-Model/">
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Model Selection
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|
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|
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</li>
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<li class="md-nav__item">
|
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<a class="md-nav__link" href="../ota/">
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<span class="md-ellipsis">
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Over-The-Air (OTA) Update
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|
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</a>
|
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</nav>
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Advanced
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Advanced
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Parameters
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<li class="md-nav__item">
|
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<a class="md-nav__link" href="../Integration-Home-Assistant/">
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Integration into Home Assistant
|
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</span>
|
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</a>
|
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<li class="md-nav__item">
|
||||
<a class="md-nav__link" href="../External-LED/">
|
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<span class="md-ellipsis">
|
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External LED
|
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</span>
|
||||
</a>
|
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</li>
|
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<li class="md-nav__item">
|
||||
<a class="md-nav__link" href="../data-logging/">
|
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<span class="md-ellipsis">
|
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Data Logging
|
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</span>
|
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</a>
|
||||
</li>
|
||||
<li class="md-nav__item">
|
||||
<a class="md-nav__link" href="../rolling-installation/">
|
||||
<span class="md-ellipsis">
|
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Living on the Edge
|
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</span>
|
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</a>
|
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</li>
|
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<li class="md-nav__item">
|
||||
<a class="md-nav__link" href="../Watermeter-specific-analog---digital-transition/">
|
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<span class="md-ellipsis">
|
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Analog/Digital Transition on Water Meters
|
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</span>
|
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</a>
|
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</li>
|
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<li class="md-nav__item md-nav__item--active">
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<input class="md-nav__toggle md-toggle" id="__toc" type="checkbox"/>
|
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<label class="md-nav__link md-nav__link--active" for="__toc">
|
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<span class="md-ellipsis">
|
||||
Collect images to improve the models
|
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</span>
|
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<span class="md-nav__icon md-icon"></span>
|
||||
</label>
|
||||
<a class="md-nav__link md-nav__link--active" href="./">
|
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<span class="md-ellipsis">
|
||||
Collect images to improve the models
|
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</span>
|
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</a>
|
||||
<nav aria-label="Table of contents" class="md-nav md-nav--secondary">
|
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<label class="md-nav__title" for="__toc">
|
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<span class="md-nav__icon md-icon"></span>
|
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Table of contents
|
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</label>
|
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<ul class="md-nav__list" data-md-component="toc" data-md-scrollfix="">
|
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<li class="md-nav__item">
|
||||
<a class="md-nav__link" href="#before-you-start">1.1
|
||||
Before you start
|
||||
</a>
|
||||
</li>
|
||||
<li class="md-nav__item">
|
||||
<a class="md-nav__link" href="#collecting-images">1.2
|
||||
Collecting images
|
||||
</a>
|
||||
</li>
|
||||
<li class="md-nav__item">
|
||||
<a class="md-nav__link" href="#collecting-images-for-dig-class100dig-contana-class100">1.3
|
||||
Collecting images for dig-class100/dig-cont/ana-class100
|
||||
</a>
|
||||
</li>
|
||||
<li class="md-nav__item">
|
||||
<a class="md-nav__link" href="#share-your-images">1.4
|
||||
Share your images
|
||||
</a>
|
||||
<nav aria-label="Share your images" class="md-nav">
|
||||
<ul class="md-nav__list">
|
||||
<li class="md-nav__item">
|
||||
<a class="md-nav__link" href="#images-can-be-rejected-if">1.4.1
|
||||
Images can be rejected if
|
||||
</a>
|
||||
</li>
|
||||
</ul>
|
||||
</nav>
|
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</li>
|
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</ul>
|
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</nav>
|
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</li>
|
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<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>
|
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</li>
|
||||
<li class="md-nav__item">
|
||||
<a class="md-nav__link" href="../Correction%20Algorithm/">
|
||||
<span class="md-ellipsis">
|
||||
Correction Algorithm
|
||||
</span>
|
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</a>
|
||||
</li>
|
||||
<li class="md-nav__item">
|
||||
<a class="md-nav__link" href="../Neural-Network-Types/">
|
||||
<span class="md-ellipsis">
|
||||
Neural Network Types
|
||||
</span>
|
||||
</a>
|
||||
</li>
|
||||
<li class="md-nav__item">
|
||||
<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
|
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</span>
|
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</a>
|
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</li>
|
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</ul>
|
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</nav>
|
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</li>
|
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<li class="md-nav__item md-nav__item--nested">
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<input class="md-nav__toggle md-toggle" id="__nav_5" type="checkbox"/>
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<label class="md-nav__link" for="__nav_5" id="__nav_5_label" tabindex="0">
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<span class="md-ellipsis">
|
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Troubleshooting
|
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</span>
|
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<span class="md-nav__icon md-icon"></span>
|
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</label>
|
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<nav aria-expanded="false" aria-labelledby="__nav_5_label" class="md-nav" data-md-level="1">
|
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<label class="md-nav__title" for="__nav_5">
|
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<span class="md-nav__icon md-icon"></span>
|
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Troubleshooting
|
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</label>
|
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<ul class="md-nav__list" data-md-scrollfix="">
|
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<li class="md-nav__item">
|
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<a class="md-nav__link" href="../Error-Codes/">
|
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<span class="md-ellipsis">
|
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Reduced webinterface (error codes)
|
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</span>
|
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</a>
|
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</li>
|
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<li class="md-nav__item">
|
||||
<a class="md-nav__link" href="../StatusLED-BlinkCodes/">
|
||||
<span class="md-ellipsis">
|
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Board status LED (blink codes)
|
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</span>
|
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</a>
|
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</li>
|
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<li class="md-nav__item">
|
||||
<a class="md-nav__link" href="../WLAN-disconnect-reason/">
|
||||
<span class="md-ellipsis">
|
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WLAN disconnect reasons
|
||||
</span>
|
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</a>
|
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</li>
|
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<li class="md-nav__item">
|
||||
<a class="md-nav__link" href="../Error-Debugging/">
|
||||
<span class="md-ellipsis">
|
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Often observed issues
|
||||
</span>
|
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</a>
|
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</li>
|
||||
<li class="md-nav__item">
|
||||
<a class="md-nav__link" href="../Frequent-Reboots/">
|
||||
<span class="md-ellipsis">
|
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Basic hardware/config issues
|
||||
</span>
|
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</a>
|
||||
</li>
|
||||
<li class="md-nav__item">
|
||||
<a class="md-nav__link" href="../Demo-Mode/">
|
||||
<span class="md-ellipsis">
|
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Demo mode
|
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</span>
|
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</a>
|
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</li>
|
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</ul>
|
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</nav>
|
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</li>
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<li class="md-nav__item md-nav__item--nested">
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<input class="md-nav__toggle md-toggle" id="__nav_6" type="checkbox"/>
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<label class="md-nav__link" for="__nav_6" id="__nav_6_label" tabindex="0">
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<span class="md-ellipsis">
|
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API's
|
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</span>
|
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<span class="md-nav__icon md-icon"></span>
|
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</label>
|
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<nav aria-expanded="false" aria-labelledby="__nav_6_label" class="md-nav" data-md-level="1">
|
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<label class="md-nav__title" for="__nav_6">
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<span class="md-nav__icon md-icon"></span>
|
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API's
|
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</label>
|
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<ul class="md-nav__list" data-md-scrollfix="">
|
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<li class="md-nav__item">
|
||||
<a class="md-nav__link" href="../REST-API/">
|
||||
<span class="md-ellipsis">
|
||||
REST API
|
||||
</span>
|
||||
</a>
|
||||
</li>
|
||||
<li class="md-nav__item">
|
||||
<a class="md-nav__link" href="../MQTT-API/">
|
||||
<span class="md-ellipsis">
|
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MQTT API
|
||||
</span>
|
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</a>
|
||||
</li>
|
||||
<li class="md-nav__item">
|
||||
<a class="md-nav__link" href="../Influx-DB/">
|
||||
<span class="md-ellipsis">
|
||||
Influx DB
|
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</span>
|
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</a>
|
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</li>
|
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</ul>
|
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</nav>
|
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</li>
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<li class="md-nav__item md-nav__item--nested">
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<input class="md-nav__toggle md-toggle" id="__nav_7" type="checkbox"/>
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<span class="md-ellipsis">
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Development
|
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</span>
|
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<span class="md-nav__icon md-icon"></span>
|
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</label>
|
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<nav aria-expanded="false" aria-labelledby="__nav_7_label" class="md-nav" data-md-level="1">
|
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<label class="md-nav__title" for="__nav_7">
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<span class="md-nav__icon md-icon"></span>
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Development
|
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</label>
|
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<ul class="md-nav__list" data-md-scrollfix="">
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<li class="md-nav__item">
|
||||
<a class="md-nav__link" href="../Build-Instructions/">
|
||||
<span class="md-ellipsis">
|
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Build the Project
|
||||
</span>
|
||||
</a>
|
||||
</li>
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<h1 id="collect-images-to-improve-the-models"><span class="enumerate-headings-plugin enumerate-heading-plugin">1.</span> Collect images to improve the models</h1>
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<p>If your device has new, different digits or pointers it might be that the existing models don't recognize them well. In such case you can collect your images and so we can train the model better. This helps you and also others as the models get more accurate. Adding more images also helps if you have a model that is already known, but the neural models do not produce good results.</p>
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<p>Experienced users can do the training also by themselves, see <a href="../Learn-models-with-your-own-images/">Learn a model with your own images</a>. </p>
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@@ -212,41 +679,29 @@ Then search for two..three images of each digit (<strong>not more! :-)</strong>)
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<li>Images with too much blur are rejected.</li>
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Reference in New Issue
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