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108 lines
4.0 KiB
Markdown
108 lines
4.0 KiB
Markdown
# AI-on-the-edge-device
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This is an example of Artificial Intelligence (AI) calculations on a very cheap hardware.
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### Details on **function**, **installation** and **configuration** can be found on the **[Wiki Page](https://github.com/jomjol/AI-on-the-edge-device/wiki)**
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A 3d-printable housing can be found here:
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- https://www.thingiverse.com/thing:4573481 (Water Meter)
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- https://www.thingiverse.com/thing:5028229 (Power Meter)
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- https://www.thingiverse.com/thing:4571627 (ESP32-Cam housing only)
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<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">
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<img src="https://raw.githubusercontent.com/jomjol/AI-on-the-edge-device/master/images/watermeter.jpg" width="600">
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<img src="https://raw.githubusercontent.com/jomjol/AI-on-the-edge-device/master/images/powermeter.jpg" width="600">
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## Donate
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------
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If you would like to support the developer with a cup of coffee you can do that via [Paypal](https://www.paypal.com/donate?hosted_button_id=8TRSVYNYKDSWL).
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<form action="https://www.paypal.com/donate" method="post" target="_top">
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<input type="hidden" name="hosted_button_id" value="8TRSVYNYKDSWL" />
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<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" />
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<img alt="" border="0" src="https://www.paypal.com/en_DE/i/scr/pixel.gif" width="1" height="1" />
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</form>
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If you have any technical topics, you can file a issue in this repository.
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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">
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------
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## Change log
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**General remark:** Besides the file `firmware.bin`, typically the content of `/html` will need to be updated!
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------
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##### 11.0.0 - Intermediate Digits
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- Implementation of new CNN types to detect intermediate values of digits with rolling numbers
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- By default the old algo (0, 1, ..., 9, "N") is active (due to the limited types of digits trained so far)
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- Activation can be done by selection a tflite file with the new trained model in the 'config.ini'
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- **Details can be found in the [wiki](https://github.com/jomjol/AI-on-the-edge-device/wiki/Neural-Network-Types)** (different types, trained image types, naming convention)
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- Updated neural network files (and adaption to new naming convention)
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- Published a tool to download and combine log files - **Thanks to **
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- Files see ['/tools/logfile-tool'](tbd), How-to see [wiki](https://github.com/jomjol/AI-on-the-edge-device/wiki/Gasmeter-Log-Downloader)
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- Bug Fix: InfluxDB enabling in grahic configuration
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## Tools
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* Logfile downloader and combiner (Thx to [reserve85](https://github.com/reserve85))
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* Files see ['/tools/logfile-tool'](tbd), How-to see [wiki](https://github.com/jomjol/AI-on-the-edge-device/wiki/Gasmeter-Log-Downloader)
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## Additional Ideas
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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: [FeatureRequest.md](FeatureRequest.md)
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------
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## History
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##### 10.6.2 - Stability Increase (2022-07-24)
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##### 9.2.0 - External Illumination (2021-12-02)
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##### 8.5.0 Multi Meter Support (2021-10-07)
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##### 7.1.2 MQTT-Update - (2021-06-17)
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##### 6.7.2 Image Processing in Memory - (2021-05-01)
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##### 5.0.0 Setup Modus - (2020-12-06)
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##### 4.1.1 Configuration editor - (2020-12-02)
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##### 4.0.0 Tflite Core - (2020-11-15)
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##### 3.1.0 MQTT-Client - (2020-10-26)
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##### 2.2.1 Version Control - (2020-09-27)
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##### 2.1.0 Decimal Shift, Chrome & Edge - (2020-09-25)
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##### 2.0.0 Layout update - (2020-09-12)
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##### 1.1.3 Initial Version - (2020-09-09)
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#### [Full Changelog](Changelog.md)
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