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AI-on-the-edge-device/README.md
2020-11-15 12:34:32 +01:00

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# 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
------
### Known Issues
* Reboot on extensive web access due to the limits of the internal web server
------
**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.