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ai-on-the-edge-device's Introduction

AI-on-the-edge-device

This is an example of Artificial Intelligence (AI) calculations on a very cheap hardware.

Details on function, installation and configuration can be found on the Wiki Page

A 3d-printable housing can be found here:

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If you would like to support the developer with a cup of coffee you can do that via Paypal.

If you have any technical topics, you can file a issue in this repository.

In other cases you can contact the developer via email:


Change log

General remark: Besides the file firmware.bin, typically the content of /html will need to be updated!


11.2.0 - Intermediate Digits (2022-08-28)
  • Updated Tensorflow / TFlite to newest tflite (version as of 2022-07-27)

  • Updated analog neural network file (ana-cont_11.3.0_s2.tflite - default, ana-class100_0120_s1_q.tflite)

  • Updated digital neural network file (dig-cont_0570_s3.tflite - default, dig-class100_0120_s2_q.tflite)

  • Added automated filtering of tflite-file in the graphical configuration (thanks to @caco3)

  • Updated consistency algorithm & test cases

  • HTML: added favicon and system name, Improved reboot dialog (thanks to @caco3)

11.1.1 - Intermediate Digits (2022-08-22)
  • New and improved consistency check (especially with analog and digital counters mixed)
  • Bug Fix: digital counter algorithm
11.0.1 - Intermediate Digits (2022-08-18)
  • NEW v11.0.1: Bug Fix InfluxDB configuration (only update of html.zip necessary)

  • Implementation of new CNN types to detect intermediate values of digits with rolling numbers

    • By default the old algo (0, 1, ..., 9, "N") is active (due to the limited types of digits trained so far)
    • Activation can be done by selection a tflite file with the new trained model in the 'config.ini'
    • Details can be found in the wiki (different types, trained image types, naming convention)
  • Updated neural network files (and adaption to new naming convention)

  • Published a tool to download and combine log files - **Thanks to **

  • Bug Fix: InfluxDB enabling in grahic configuration

Tools

Additional Ideas

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


History

10.6.2 - Stability Increase (2022-07-24)
9.2.0 - External Illumination (2021-12-02)
8.5.0 Multi Meter Support (2021-10-07)
7.1.2 MQTT-Update - (2021-06-17)
6.7.2 Image Processing in Memory - (2021-05-01)
5.0.0 Setup Modus - (2020-12-06)
4.1.1 Configuration editor - (2020-12-02)
4.0.0 Tflite Core - (2020-11-15)
3.1.0 MQTT-Client - (2020-10-26)
2.2.1 Version Control - (2020-09-27)
2.1.0 Decimal Shift, Chrome & Edge - (2020-09-25)
2.0.0 Layout update - (2020-09-12)
1.1.3 Initial Version - (2020-09-09)

ai-on-the-edge-device's People

Contributors

jomjol avatar haverland avatar zwer2k avatar phlupp avatar caco3 avatar michaeljoos72 avatar pixeldoc2000 avatar jochenchrist avatar mad2xlc avatar queeek avatar mkelley88 avatar toolsfactory avatar nliaudat avatar ppisljar avatar 040medien avatar ottk3 avatar wetneb avatar

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