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README.md
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This is an example of Artificial Intelligence (AI) calculations on a very cheap hardware.
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This is an example of Artificial Intelligence (AI) calculations on a very cheap hardware.
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Details can be found on the Wiki pages.
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Details on **function**, **installation** and **configuration** can be found on the **[Wiki Page](https://github.com/jomjol/AI-on-the-edge-device/wiki)**
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<img src="https://raw.githubusercontent.com/jomjol/AI-on-the-edge-device/master/images/index.png" width="600">
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<img src="https://raw.githubusercontent.com/jomjol/AI-on-the-edge-device/master/images/index.png" width="600">
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## Changelog - lastest version
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## Change log - latest version
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##### Rolling (2020-08-13)
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##### Rolling (2020-08-15)
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* Nightly updates (bug fixing)
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* Implementation of Digital Consistency Check: check if Digit shows next number earlier, than previous number has gone through zero - Turn on/off - see updated config.ini `CheckDigitIncreaseConsistency = True`)
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* Implementation of Digital Consistency Check: check if Digit shows next number earlier, than previous number has gone through zero - Turn on/off - see updated config.ini `CheckDigitIncreaseConsistency = True`)
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Not fully tested!
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Not fully tested!
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## Known Issues
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## Known Issues
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* spontaneous reboot, especially in case of intensive web server access
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* spontaneous reboot, especially in case of intensive web server access
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* stopping automated tflite flow - Error teared down to alignment procedure (results in restart)
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* stopping automated tflite flow - Error teared down to alignment procedure (results in restart) - Image load fails
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* Camera initialization stuck not often, but randomly 5s after reboot - Hard reboot (power on/off) necessary :-(
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--> Next try: adopted reboot sequence with additional and extended camera reset
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## Solved topics
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## Solved topics
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* stuck in reboot - Solved by modified startup sequence
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* stuck in reboot - Solved by modified startup sequence
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* Camera initialization stuck not often, but randomly 5s after reboot - Hard reboot (power on/off) necessary :-(
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--> Next try: adopted reboot sequence with additional and extended camera reset --> seems working!
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[MakeImage]
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[MakeImage]
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LogImageLocation = /log/source
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;LogImageLocation = /log/source
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WaitBeforeTakingPicture=5
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WaitBeforeTakingPicture=5
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ImageQuality = 5
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ImageQuality = 5
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ImageSize = VGA
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ImageSize = VGA
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[Alignment]
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[Alignment]
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InitalRotate=180
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InitalRotate=180
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/config/ref0.jpg 98, 257
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/config/ref0.jpg 119, 273
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/config/ref1.jpg 449, 116
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/config/ref1.jpg 456, 138
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SearchFieldX = 20
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SearchFieldX = 20
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SearchFieldY = 20
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SearchFieldY = 20
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Model=/config/dig0622.tfl
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Model=/config/dig0622.tfl
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ModelInputSize 20, 32
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ModelInputSize 20, 32
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LogImageLocation = /log/digit
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LogImageLocation = /log/digit
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digit1, 290, 99, 37, 67
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digit1, 306, 120, 37, 67
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digit2, 342, 99, 37, 67
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digit2, 355, 120, 37, 67
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digit3, 392, 99, 37, 67
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digit3, 404, 120, 37, 67
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[Analog]
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[Analog]
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Model=/config/ana0622.tfl
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Model=/config/ana0622.tfl
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ModelInputSize 32, 32
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ModelInputSize 32, 32
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LogImageLocation = /log/analog
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LogImageLocation = /log/analog
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analog1, 433, 207, 99, 99
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analog1, 444, 225, 92, 92
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analog2, 378, 313, 99, 99
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analog2, 391, 329, 92, 92
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analog3, 280, 356, 99, 99
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analog3, 294, 369, 92, 92
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analog4, 149, 313, 99, 99
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analog4, 168, 326, 92, 92
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[PostProcessing]
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[PostProcessing]
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PreValueUse = True
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PreValueUse = True
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Before Width: | Height: | Size: 1.9 KiB After Width: | Height: | Size: 1.6 KiB |
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Before Width: | Height: | Size: 1.7 KiB After Width: | Height: | Size: 1.6 KiB |
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2020-07-26_17-36-20
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[PreValue]
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11.254200
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time = 2000-01-01_00-00-00
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LastVorkomma = 00000
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LastNachkomma = 0000
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Before Width: | Height: | Size: 2.4 KiB After Width: | Height: | Size: 2.1 KiB |
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Before Width: | Height: | Size: 2.0 KiB After Width: | Height: | Size: 1.8 KiB |
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Before Width: | Height: | Size: 134 KiB After Width: | Height: | Size: 108 KiB |