# 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](https://github.com/jomjol/AI-on-the-edge-device/wiki)**

A 3d-printable housing can be found here: https://www.thingiverse.com/thing:4571627

<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"> 

<img src="https://raw.githubusercontent.com/jomjol/AI-on-the-edge-device/master/images/watermeter.jpg" width="600"> 
<img src="https://raw.githubusercontent.com/jomjol/AI-on-the-edge-device/master/images/edit_reference.jpg" width="600"> 



## Change log

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### Known Issues

* Reboot on extensive web access due to the limits of the internal web server

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**General remark:** Beside the `firmware.bin`, typically also the content of `/html` needs to be updated!



##### Rolling - (2020-11-15)

* based on v4.0.0 (2020-11-15)

  

##### 4.0.0 Tflite Core - (2020-11-15)
* Implementation of rolling log-files

* Update Tflite-Core to master@20201108 (v2.4)

* Bug-fixing for reducing reboots
  
  

##### 3.1.0 MQTT-Client - (2020-10-26)

* Update digital CNN to v6.5.0 and HTML (Info to hostname, IP, ssid)

* New implementation of "checkDigitConsistency" also for digits
* MQTT-Adapter: user and password for sign in MQTT-Broker

##### 3.0.0 MQTT-Client  (2020-10-14)

* Implementation of MQTT Client
* Improved Version Control
* bug-fixing



##### 2.2.1 Version Control  (2020-09-27)

* Bug-Fixing (hostname in wlan.ini and error handling inside flow)
  


##### 2.2.0 Version Control  (2020-09-27)

* Integrated automated versioning system (menu: SYSTEM --> INFO)
* Update Build-System to PlatformIO - Espressif 32 v2.0.0 (ESP-IDF 4.1)


##### 2.1.0 Decimal Shift, Chrome & Edge  (2020-09-25)

* Implementation of Decimal Shift

* Update default CNN for digits to v6.4.0

* Improvement HTML

* Support for Chrome and Edge

* Reduce logging to minimum - extended logging on demand

* Implementation of hostname in wlan.ini (`hostname = "HOSTNAME")`

* Bug fixing, code corrections


##### 2.0.0 Layout update  (2020-09-12)

  * Update to **new and modern layout**
  * Support for Chrome improved
  * Improved robustness: improved error handling in auto flow reduces spontaneous reboots
  * File server: Option for "DELETE ALL"
  * WLan: support of spaces in SSID and password
  * Reference Image: Option for mirror image, option for image update on the fly
  * additional parameter in `wasserzaehler.html?noerror=true`  to suppress an potential error message
  * bug fixing



##### 1.1.3 (2020-09-09)

* **Bug in configuration of analog ROIs corrected** - correction in v.1.0.2 did not work properly
* Improved update page for the web server (`/html` can be updated via a zip-file, which is provided in `/firmware/html.zip`)
* Improved Chrome support

##### 1.1.0 (2020-09-06)

* Implementation of "delete complete directory"
  **Attention: beside the `firmware.bin`, also the content of `/html` needs to be updated!**



##### 1.0.2 (2020-09-06)

* Bug in configuration of analog ROIs corrected
* minor bug correction

##### 1.0.1 (2020-09-05)

* preValue.ini Bug corrected
* minor bug correction

##### 1.0.0 (2020-09-04)

* **First usable version** - compatible to previous project (https://github.com/jomjol/water-meter-system-complete)
* NEW: 
  * no docker container for CNN calculation necessary
  * web based configuration editor on board

##### 0.1.0 (2020-08-07)

* Initial Version


#### [Full Changelog](Changelog.md)



## Solved topics

* n.a.