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AI-on-the-edge-device
réplica de https://github.com/jomjol/AI-on-the-edge-device
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README.md

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: https://www.thingiverse.com/thing:4571627

Change log

Known Issues

  • spontaneous reboot, especially in case of intensive web server access (improved since v2.1.0)

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

Rolling - (2020-10-25)
  • based on v3.1.0 (2020-10-26)
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)
0.1.0 (2020-08-07)
  • Initial Version

Full Changelog

Solved topics

  • n.a.