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Releases: jomjol/AI-on-the-edge-device

11.2.0 - Intermediate Digits

28 Aug 18:05
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  • 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

22 Aug 16:21
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  • New and improved consistency check (especially with analog and digital counters mixed)
  • Bug Fix: digital counter algorithm

11.0.1 - Intermediate Digits

15 Aug 20:50
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  • 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

10.6.1 - Stability Increase

24 Jul 17:09
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  • NEW 10.6.1: Revoke esp32cam & tflite update
  • NEW 10.6.1: Bug Fix: tflite-filename with ".", HTML spelling error
  • IndluxDB: direct injection into InfluxDB - thanks to wetneb
  • MQTT: implemented "Retain Flag" and extend with absolute Change (in addition to rate)
  • config.ini: removal of modelsize (readout from tflite)
  • Updated analog neural network file (ana1000s2.tflite) & digital neural network file (dig1400s2q.tflite)
  • TFMicro/Lite: Update (espressif Version 20220716)
  • Updated esp32cam (v20220716)
  • ESP-IDF: Update to 4.4
  • Internal update (CNN algorithm optimizations, reparation for new neural network type)
  • Bug Fix: no time with fixed IP, Postprocessing, MQTT

10.6.0 - Stability Increase

17 Jul 16:49
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  • InfluxDB: direct injection into InfluxDB - thanks to wetneb
  • MQTT: implemented "Retain Flag" and extend with absolute Change (in addition to rate)
  • config.ini: removal of modelsize (readout from tflite)
  • Updated analog neural network file (ana1000s2.tflite) & digital neural network file (dig1400s2q.tflite)
  • TFMicro/Lite: Update (espressif Version 20220716)
  • Updated esp32cam (v20220716)
  • ESP-IDF: Update to 4.4
  • Internal update (CNN algorithm optimizations, reparation for new neural network type)
  • Bug Fix: no time with fixed IP, Postprocessing, MQTT

10.5.2 - Stability Increase

22 Feb 18:19
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  • NEW 10.5.2: Bug Fix: wrong firmware.bin (no rate update)
  • NEW 10.5.1: Bug Fix: wrong return value, rate value & PreValue status, HTML: SSID & IP were not displayed
  • MQTT: changed wifi naming to "wifiRSSI"
  • HTML: check select able values for consistency
  • Refactoring of check postprocessing consistency (e.g. max rate, negative rate, ...)
  • Bug Fix: corrected error in "Check Consistency Increase"

10.4.0 - Stability Increase

12 Feb 08:19
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  • Graphical configuration: select available neural network files (*.tfl, *.tflite) from drop down menu
    • OTA-update: add option to upload tfl / tflite files to the correct locatioin (/config/)
  • Added Wifi RSSI to MQTT information
  • Updated analog neural network file (ana-s3-q-20220105.tflite)
  • Updated digital neural network file (dig-s1-q-20220102.tflite)
  • Updated build environment to Espressif 3.5.0

10.2.0 - Stability Increase

14 Jan 20:06
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ATTENTION: Due to the update camera driver, the image looks different and a new setup might be needed

  • Reduce reboot due to camera problems
  • Update esp32-camera to new version (master as of 2022-01-09)

10.1.1 - Stability Increase

12 Jan 20:05
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  • NEW 10.1.1: bug Fix MQTT problem
  • Reduce ESP32 frequency to 160MHz
  • Update tflite (new source: https://github.com/espressif/tflite-micro-esp-examples)
  • Update analog neural network (ana-s3-q-20220105.tflite)
  • Update digital neural network (dig-s1-q-20220102.tflite)
  • Increased web-server buffers
  • bug fix: compiler compatibility

10.1.0 - Stability Increase

09 Jan 08:48
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