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Create /docs + installer

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jomjol
2022-10-30 21:48:06 +01:00
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docs/.gitignore vendored Normal file
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# Remove if certain files are committed on purpose
.pio/
.vscode/
.code-workspace
/sd-card/htm./.vscode/
/code/build
/code/.helper
/sd-card/html/debug/
/firmware/
version.txt
/dist/
/dist_release/
/dist_old_ota
CMakeLists.txt.user
CMakeCache.txt
CMakeFiles
CMakeScripts
Makefile
cmake_install.cmake
install_manifest.txt
compile_commands.json
CTestTestfile.cmake
_deps
code/edgeAI.code-workspace
.DS_Store

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[submodule "code/components/esp32-camera"]
path = code/components/esp32-camera
url = https://github.com/espressif/esp32-camera.git
[submodule "code/components/esp-nn"]
path = code/components/esp-nn
url = https://github.com/espressif/esp-nn.git
[submodule "code/components/tflite-micro-esp-examples"]
path = code/components/tflite-micro-esp-examples
url = https://github.com/espressif/tflite-micro-esp-examples.git

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<html>
<link rel="stylesheet" href="https://cdn.jsdelivr.net/npm/bootstrap@4.3.1/dist/css/bootstrap.min.css" integrity="sha384-ggOyR0iXCbMQv3Xipma34MD+dH/1fQ784/j6cY/iJTQUOhcWr7x9JvoRxT2MZw1T" crossorigin="anonymous">
<script
type="module"
src="https://unpkg.com/esp-web-tools@9.0.3/dist/web/install-button.js?module"
></script>
<body style="
padding: 20px;
padding-left: 60px;
padding-right: 60px;
">
<h1 id="welcome-to-the-ai-on-the-edge-device">Welcome to the AI-on-the-edge-device</h1>
<p>Artificial intelligence based systems have been established in our every days live. Just think of speech or image recognition. Most of the systems relay on either powerful processors or a direct connection to the cloud for doing the calculations up there. With the increasing power of modern processors the AI systems are coming closer to the end user - which is usually called <strong>edge computing</strong>.
Here this edge computing is brought into a practical oriented example, where a AI network is implemented on a ESP32 device so: <strong>AI on the edge</strong>.
</p>
<p>This projects allows you to digitalize your <strong>analoge</strong> water, gas, power and other meters using cheap and easily available hardware.</p>
<p>All you need is an <a href="https://github.com/jomjol/AI-on-the-edge-device/wiki/Hardware-Compatibility">ESP32 board with a supported camera</a> and a bit of a practical hand.</p>
<p><img src="images/esp32-cam.png" width="200"></p>
<h2 id="key-features">Key features</h2>
<ul>
<li><strong>Small</strong> and <strong>cheap</strong> device (3x4.5x2 cm³, &lt; 10 EUR)</li>
<li>camera and illumination integrated</li>
<li>Web surface for administration and control</li>
<li>OTA-Interface to update directly through the web interface</li>
<li>API for easy integration</li>
<li>Inline Image processing (feature detection, alignment, ROI extraction)</li>
<li>Tensorflow Lite (TFlite) integration - including easy to use wrapper</li>
</ul>
<h2 id="workflow">Workflow</h2>
<p>The device takes a photo of your meter at a defined interval. It then extracts the Regions of Interest (ROI&#39;s) out of it and runs them through an artificial inteligence. As a result, you get the digitalized value of your meter.</p>
<p>There are several options what to do with that value. Either send it to a MQTT broker, write it to an InfluxDb or simply provide it throug a REST API.</p>
<p><img src="https://raw.githubusercontent.com/jomjol/AI-on-the-edge-device/master/images/idea.jpg" width="600"> </p>
<h2 id="impressions">Impressions</h2>
<h3 id="ai-on-the-edge-device-on-a-water-meter">AI-on-the-edge-device on a Water Meter</h3>
<p><img src="https://raw.githubusercontent.com/jomjol/AI-on-the-edge-device/master/images/watermeter_all.jpg" width="200"><img src="https://raw.githubusercontent.com/jomjol/AI-on-the-edge-device/master/images/main.jpg" width="200"><img src="https://raw.githubusercontent.com/jomjol/AI-on-the-edge-device/master/images/size.png" width="200"> </p>
<h3 id="web-interface-water-meter-">Web Interface (Water Meter)</h3>
<p><img src="https://raw.githubusercontent.com/jomjol/AI-on-the-edge-device/master/images/watermeter.jpg" width="600"> </p>
<h3 id="ai-on-the-edge-device-on-a-electrical-power-meter">AI-on-the-edge-device on a Electrical Power Meter</h3>
<p><img src="https://raw.githubusercontent.com/jomjol/AI-on-the-edge-device/master/images/powermeter.jpg" width="600"> </p>
<h2 id="setup">Setup</h2>
<p>There is a growing <a href="https://github.com/jomjol/AI-on-the-edge-device/wiki">wiki</a> which provides you with a lot of information.
Head there to get a start, set it up and configure it.
</p>
<p>There are also a articles in the German Heise magazine &quot;make:&quot; about the setup and the technical background (behind a paywall) : <a href="https://www.heise.de/select/make/2021/2/2103513300897420296">DIY - Setup</a></p>
<p>For further background information, head to <a href="https://www.heise.de/select/make/2021/6/2126410443385102621">Neural Networks</a>, <a href="https://www.heise.de/select/make/2022/1/2134114065999161585">Training Neural Networks</a> and <a href="https://www.heise.de/select/make/2022/2/2204010051597422030">Programming on the ESP32</a> </p>
<h2 id="download">Download</h2>
<p>The latest available version is available on the <a href="https://github.com/jomjol/AI-on-the-edge-device/releases">Releases page</a>.</p>
<p>Initially you will have to flash it through an USB connection. Later an update is possible directly over the Air (OTA).<br><br>... or use the </p>
<h2 id="install">Webinstaller and Console</h2>
<p>
<esp-web-install-button
manifest="manifest.json"
></esp-web-install-button>
</p>
<p style="font-size: small;">(AI-on-the-edge-device Installer powered by ESP Web Tools)</p>
<h2 id="casing">Casing</h2>
<p>A 3d-printable housing can be found here:</p>
<ul>
<li><a href="https://www.thingiverse.com/thing:4573481">https://www.thingiverse.com/thing:4573481</a> (Water Meter)</li>
<li><a href="https://www.thingiverse.com/thing:5028229">https://www.thingiverse.com/thing:5028229</a> (Power Meter)</li>
<li><a href="https://www.thingiverse.com/thing:4571627">https://www.thingiverse.com/thing:4571627</a> (ESP32-Cam housing only)</li>
</ul>
<h2 id="build-it-yourself">Build it yourself</h2>
<p>See <a href="code/README.md">Build Instructions</a>.</p>
<h2 id="donate">Donate</h2>
<p>If you would like to support the developer with a cup of coffee you can do that via <a href="https://www.paypal.com/donate?hosted_button_id=8TRSVYNYKDSWL">Paypal</a>.</p>
<p>
<form action="https://www.paypal.com/donate" method="post" target="_top">
</p>
<p><input type="hidden" name="hosted_button_id" value="8TRSVYNYKDSWL" /></p>
<p><input type="image" src="https://www.paypalobjects.com/en_US/DK/i/btn/btn_donateCC_LG.gif" border="0" name="submit" title="PayPal - The safer, easier way to pay online!" alt="Donate with PayPal button" />
<img alt="" border="0" src="https://www.paypal.com/en_DE/i/scr/pixel.gif" width="1" height="1" />
</form>
If you have any technical topics, you can create an <a href="https://github.com/jomjol/AI-on-the-edge-device/issues">Issue</a>. </p>
<p>In other cases you can contact the developer via email: <img src="https://raw.githubusercontent.com/jomjol/AI-on-the-edge-device/master/images/mail.jpg" height="25"> </p>
<h2 id="changes-and-history">Changes and History</h2>
<p>See <a href="Changelog.md">Changelog</a></p>
<h2 id="tools">Tools</h2>
<ul>
<li>
Logfile downloader and combiner (Thx to <a href="https://github.com/reserve85">reserve85</a>)
<ul>
<li>Files see <a href="tbd">&#39;/tools/logfile-tool&#39;</a>, How-to see <a href="https://github.com/jomjol/AI-on-the-edge-device/wiki/Gasmeter-Log-Downloader">wiki</a></li>
</ul>
</li>
</ul>
<h2 id="additional-ideas">Additional Ideas</h2>
<p>There are some ideas and feature requests which are not followed currently - mainly due to capacity reasons on side of the developer. They are collected here: <a href="FeatureRequest.md">FeatureRequest.md</a></p>
</body>
</html>

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{
"name": "AI-on-the-edge",
"version": "12.0.1",
"funding_url": "https://www.paypal.com/donate?hosted_button_id=8TRSVYNYKDSWL",
"new_install_prompt_erase": false,
"builds": [
{
"chipFamily": "ESP32",
"parts": [
{
"path": "docs/releases/download/v11.2.0/bootloader.bin",
"offset": 4096
},
{
"path": "docs/releases/download/v11.2.0/partitions.bin",
"offset": 32768
},
{
"path": "docs/releases/download/v12.0.1/firmware.bin",
"offset": 65536
}
]
}
]
}

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<html>
<head>
<script src='https://cdn.plot.ly/plotly-2.14.0.min.js'></script>
<style>
textarea {
width: 600px;
height: 300px;
}
</style>
<script>
function run() {
var el = document.getElementById('cnsl');
el && eval(el.value);
}
</script>
</head>
<body>
<div id='chart'></div>
<button onclick="document.getElementById('editor').hidden = false; this.hidden = true;" >Editor</button>
<div id='editor' hidden='true'>
<textarea id="cnsl">
const d = new Date();
var date = d.getFullYear() + "-" + (d.getMonth()+1) + "-" + d.getDate();
fetch('/fileserver/log/message/log_'+date+'.txt')
.then(response => {
// handle the response
response.text()
.then( result => {
var lines = result.split("\n");
var trace = {
x: [],
y: [],
type: 'scatter'
};
var timex = 1;
for (let line of lines) {
if (line.includes("PostProcessing - Raw")) {
console.log(line);
var value = line.split(" ")[6];
var time = line.split(" ")[0];
console.log("> "+time+" "+value+"\n");
trace.x.push(timex);
timex += 1;
trace.y.push(value);
}
}
console.log(trace);
var data = [trace];
Plotly.newPlot('chart', data);
});
})
.catch(error => {
// handle the error
out.value = "error";
});
</textarea><br />
<button onclick="run();">run</button>
</div>
<script>run();</script>
</body>
</html>