mirror of
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f1a836a407
* Fix for securing wlan.ini (#1509) * Fix for securing wlan.ini * Fixing error with ' instead of " * Changing to errorcode 403 * maybe strcmp instead of regular == Co-authored-by: Pär Hedberg <par.hedberg@nordicmedtest.se> * Update Web-Installer * solves #1530 (#1531) * Refactor JSON (#1518) * use correct log level * corrected logging * typo * refactored JSON generagion: removed unused parameters, consolidated into singel function, added "pre" * Wrapped 'rate' into double quotes, like all other JSON values Co-authored-by: CaCO3 <caco@ruinelli.ch> * Various corrections (#1519) * use correct log level * corrected logging * typo * add release to webinstaller * changed logs, added INFO log of raw, value, error * . Co-authored-by: CaCO3 <caco@ruinelli.ch> * Prevent auto restart on cam framebuffer init error (#1522) * use correct log level * revert autorestart on camera framebuffer init error * . Co-authored-by: CaCO3 <caco@ruinelli.ch> * #1524 - ensure the recognized digit is less than 10 (#1525) * fix kernel panic (vector out of range) in getReadoutRawString * fix key of caches * fix key of caches * fix key caches * fix cache keys * fix cache keys * move set variables to top * debug * fix key * testing * try fix changelog * test * Update Changelog.md for release * Revert "Update Changelog.md for release" This reverts commit4f51ec7962. * remove testing * fix release creation * testing * Update Changelog.md for release * test * Revert "Merge branch 'master' of https://github.com/haverland/AI-on-the-edge-device" This reverts commitf68695a4c0, reversing changes made toa096cf7182. * Revert "test" This reverts commita096cf7182. * revert testing * #1524 - ensure the result of ZeigerEvalHybridNeu is <10 * Fix late digit transition #1503 Co-authored-by: github-actions <github-actions@github.com> * fix frozen time in datafile on error (#1534) Co-authored-by: CaCO3 <caco@ruinelli.ch> * log NTP server name (#1497) * log NTP server name * . * . * replace calls to /wasserzaehler.html with calls to /value (#1469) Co-authored-by: CaCO3 <caco@ruinelli.ch> * Fix cookie usage, use correct http response codes, add 404 page (#1495) * replaced some HTTP response code with better matching codes * add custom 404 page, add log entry for debugging * fix cookie * replace non-necessary whitespace * . Co-authored-by: CaCO3 <caco@ruinelli.ch> * Don't autofail if NTP server can't be reached during initalization (#1498) This fixes an issue with a restricted network without internet access, where the hardcoded ntp server can't be reached and thus the esp resets, as it's not able to finish initalization. * Update Changelog.md * Update Changelog.md for release * Fix for securing wlan.ini (#1509) * Fix for securing wlan.ini * Fixing error with ' instead of " * Changing to errorcode 403 * maybe strcmp instead of regular == Co-authored-by: Pär Hedberg <par.hedberg@nordicmedtest.se> * Update Web-Installer * solves #1530 (#1531) * Refactor JSON (#1518) * use correct log level * corrected logging * typo * refactored JSON generagion: removed unused parameters, consolidated into singel function, added "pre" * Wrapped 'rate' into double quotes, like all other JSON values Co-authored-by: CaCO3 <caco@ruinelli.ch> * Various corrections (#1519) * use correct log level * corrected logging * typo * add release to webinstaller * changed logs, added INFO log of raw, value, error * . Co-authored-by: CaCO3 <caco@ruinelli.ch> * Prevent auto restart on cam framebuffer init error (#1522) * use correct log level * revert autorestart on camera framebuffer init error * . Co-authored-by: CaCO3 <caco@ruinelli.ch> * #1524 - ensure the recognized digit is less than 10 (#1525) * fix kernel panic (vector out of range) in getReadoutRawString * fix key of caches * fix key of caches * fix key caches * fix cache keys * fix cache keys * move set variables to top * debug * fix key * testing * try fix changelog * test * Update Changelog.md for release * Revert "Update Changelog.md for release" This reverts commit4f51ec7962. * remove testing * fix release creation * testing * Update Changelog.md for release * test * Revert "Merge branch 'master' of https://github.com/haverland/AI-on-the-edge-device" This reverts commitf68695a4c0, reversing changes made toa096cf7182. * Revert "test" This reverts commita096cf7182. * revert testing * #1524 - ensure the result of ZeigerEvalHybridNeu is <10 * Fix late digit transition #1503 Co-authored-by: github-actions <github-actions@github.com> * only use sntp_getservername() after init sntp * set default NTP server on dnew installations Co-authored-by: CaCO3 <caco@ruinelli.ch> Co-authored-by: Ralf Rachinger <git@ralfrachinger.de> Co-authored-by: jomjol <30766535+jomjol@users.noreply.github.com> Co-authored-by: github-actions <github-actions@github.com> Co-authored-by: parhedberg <par.hedberg@gmail.com> Co-authored-by: Pär Hedberg <par.hedberg@nordicmedtest.se> Co-authored-by: Christopher Fenner <9592452+CFenner@users.noreply.github.com> Co-authored-by: Frank Haverland <fspapaping@googlemail.com> * Renamed variables and added debug log (#1537) * add debug logs * renamed variables * renamed TAGs, added flow status logging * . * . Co-authored-by: CaCO3 <caco@ruinelli.ch> * replaced printf usage in LogFile.WriteToFile() * ENABLE_MQTT c++ macro definition (#1546) * macro * 2 * 2 * delete jomjol_mqtt from CMakeLists * mqtt macro * final * ENABLE_INFLUXDB c++ macro definition (#1547) * macro * 2 * 2 * delete jomjol_mqtt from CMakeLists * mqtt macro * final * ENABLE_INFLUXDB c++ macro definition * Update Changelog.md * Update Changelog.md * Rearange task to CPU (http, camera, mqtt) (#1557) * Streamlined MQTT interlock when not activated & interlock MQTT when WIFI is not connected (#1556) * streamlined mqtt interlock when disabled * Disconnect mqtt client before reboot * Interlock MQTT with WIFI * Update * loglevel to DEBUG * Update * mqtt msg id incremental * new ENABLE_MQTT includes * Loglevel to DEBUG * Loglevel * Update interface_mqtt.cpp * show uptime on overview page, moved labels from firmware to Web UI (#1543) * show uptime on overview page, moved labels from firmware to Web UI * show uptime on info page * also use formated time in log Co-authored-by: CaCO3 <caco@ruinelli.ch> * Continue boot on bad PSRAM (#1558) * add sensor status, show special index/setup page in case of a critical error * continue booting on PSRAM error * Update main.cpp added log messages * init PSRAM and add more log messages * cleanup of init checks * . * . * . Co-authored-by: CaCO3 <caco@ruinelli.ch> * add sensor status, show special index/setup page in case of a critical error (#1560) * add sensor status, show special index/setup page in case of a critical error * Added Reboot * . * added more buttons Co-authored-by: CaCO3 <caco@ruinelli.ch> Co-authored-by: jomjol <30766535+jomjol@users.noreply.github.com> * Update Webinstaller to v13.0.7 * remove html-from-11.3.1 in release (#1565) * fix kernel panic (vector out of range) in getReadoutRawString * fix key of caches * fix key of caches * fix key caches * fix cache keys * fix cache keys * move set variables to top * debug * fix key * testing * try fix changelog * test * Update Changelog.md for release * Revert "Update Changelog.md for release" This reverts commit4f51ec7962. * remove testing * fix release creation * testing * Update Changelog.md for release * test * Revert "Merge branch 'master' of https://github.com/haverland/AI-on-the-edge-device" This reverts commitf68695a4c0, reversing changes made toa096cf7182. * Revert "test" This reverts commita096cf7182. * revert testing * #1524 - ensure the result of ZeigerEvalHybridNeu is <10 * Fix late digit transition #1503 * only initial_esp32_setup and update.zip as artefacts * remove unneeded cache * rename step ota-v2 to ota * rename ota-v2 to ota Co-authored-by: github-actions <github-actions@github.com> * make the sidebar on the overviw page wider and show the round counter (#1570) Co-authored-by: CaCO3 <caco@ruinelli.ch> * Create reply-bot.yml * Update ClassFlowPostProcessing.cpp * Add bot (#1581) * Update reply-bot.yml * Create label-commenter-config.yml * added missing html change * extended instructions (#1583) Co-authored-by: CaCO3 <caco@ruinelli.ch> * Fix Rate Problem * removed redundant "Status:" * Bugfix Double Extract ZIP-Files * Update FeatureRequest.md (#1591) in case of position change between the measurments set this state to true, if there is no change set it back to false. In a defined time window this movement can lead into an alarm state / water leak.. haveing this state in the mqtt broker can trigger functions like closing the ater pipe walve and so on... * Update manifest.json * Delete .gitignore * Delete .gitmodules * Delete firmware.bin * Add files via upload * Block REST API calls till resource is ready (#1609) * Block REST API call till ressource is ready * Update * Update * Update * replace relative include of gethost.js with absolute one. This is needed as that file gets incuded on dynamically generated content which can be on different path levels (#1610) Co-authored-by: CaCO3 <caco@ruinelli.ch> * esp_spiram.h has been replaced by esp32/spiram.h (#1605) * esp_spiram.h has been replaced by esp32/spiram.h * Preparations for next Bugfix Release (#1615) * Merge branch 'rolling' (#1559) * Fix for securing wlan.ini (#1509) * Fix for securing wlan.ini * Fixing error with ' instead of " * Changing to errorcode 403 * maybe strcmp instead of regular == Co-authored-by: Pär Hedberg <par.hedberg@nordicmedtest.se> * Update Web-Installer * solves #1530 (#1531) * Refactor JSON (#1518) * use correct log level * corrected logging * typo * refactored JSON generagion: removed unused parameters, consolidated into singel function, added "pre" * Wrapped 'rate' into double quotes, like all other JSON values Co-authored-by: CaCO3 <caco@ruinelli.ch> * Various corrections (#1519) * use correct log level * corrected logging * typo * add release to webinstaller * changed logs, added INFO log of raw, value, error * . Co-authored-by: CaCO3 <caco@ruinelli.ch> * Prevent auto restart on cam framebuffer init error (#1522) * use correct log level * revert autorestart on camera framebuffer init error * . Co-authored-by: CaCO3 <caco@ruinelli.ch> * #1524 - ensure the recognized digit is less than 10 (#1525) * fix kernel panic (vector out of range) in getReadoutRawString * fix key of caches * fix key of caches * fix key caches * fix cache keys * fix cache keys * move set variables to top * debug * fix key * testing * try fix changelog * test * Update Changelog.md for release * Revert "Update Changelog.md for release" This reverts commit4f51ec7962. * remove testing * fix release creation * testing * Update Changelog.md for release * test * Revert "Merge branch 'master' of https://github.com/haverland/AI-on-the-edge-device" This reverts commitf68695a4c0, reversing changes made toa096cf7182. * Revert "test" This reverts commita096cf7182. * revert testing * #1524 - ensure the result of ZeigerEvalHybridNeu is <10 * Fix late digit transition #1503 Co-authored-by: github-actions <github-actions@github.com> * fix frozen time in datafile on error (#1534) Co-authored-by: CaCO3 <caco@ruinelli.ch> * log NTP server name (#1497) * log NTP server name * . * . * replace calls to /wasserzaehler.html with calls to /value (#1469) Co-authored-by: CaCO3 <caco@ruinelli.ch> * Fix cookie usage, use correct http response codes, add 404 page (#1495) * replaced some HTTP response code with better matching codes * add custom 404 page, add log entry for debugging * fix cookie * replace non-necessary whitespace * . Co-authored-by: CaCO3 <caco@ruinelli.ch> * Don't autofail if NTP server can't be reached during initalization (#1498) This fixes an issue with a restricted network without internet access, where the hardcoded ntp server can't be reached and thus the esp resets, as it's not able to finish initalization. * Update Changelog.md * Update Changelog.md for release * Fix for securing wlan.ini (#1509) * Fix for securing wlan.ini * Fixing error with ' instead of " * Changing to errorcode 403 * maybe strcmp instead of regular == Co-authored-by: Pär Hedberg <par.hedberg@nordicmedtest.se> * Update Web-Installer * solves #1530 (#1531) * Refactor JSON (#1518) * use correct log level * corrected logging * typo * refactored JSON generagion: removed unused parameters, consolidated into singel function, added "pre" * Wrapped 'rate' into double quotes, like all other JSON values Co-authored-by: CaCO3 <caco@ruinelli.ch> * Various corrections (#1519) * use correct log level * corrected logging * typo * add release to webinstaller * changed logs, added INFO log of raw, value, error * . Co-authored-by: CaCO3 <caco@ruinelli.ch> * Prevent auto restart on cam framebuffer init error (#1522) * use correct log level * revert autorestart on camera framebuffer init error * . Co-authored-by: CaCO3 <caco@ruinelli.ch> * #1524 - ensure the recognized digit is less than 10 (#1525) * fix kernel panic (vector out of range) in getReadoutRawString * fix key of caches * fix key of caches * fix key caches * fix cache keys * fix cache keys * move set variables to top * debug * fix key * testing * try fix changelog * test * Update Changelog.md for release * Revert "Update Changelog.md for release" This reverts commit4f51ec7962. * remove testing * fix release creation * testing * Update Changelog.md for release * test * Revert "Merge branch 'master' of https://github.com/haverland/AI-on-the-edge-device" This reverts commitf68695a4c0, reversing changes made toa096cf7182. * Revert "test" This reverts commita096cf7182. * revert testing * #1524 - ensure the result of ZeigerEvalHybridNeu is <10 * Fix late digit transition #1503 Co-authored-by: github-actions <github-actions@github.com> * only use sntp_getservername() after init sntp * set default NTP server on dnew installations Co-authored-by: CaCO3 <caco@ruinelli.ch> Co-authored-by: Ralf Rachinger <git@ralfrachinger.de> Co-authored-by: jomjol <30766535+jomjol@users.noreply.github.com> Co-authored-by: github-actions <github-actions@github.com> Co-authored-by: parhedberg <par.hedberg@gmail.com> Co-authored-by: Pär Hedberg <par.hedberg@nordicmedtest.se> Co-authored-by: Christopher Fenner <9592452+CFenner@users.noreply.github.com> Co-authored-by: Frank Haverland <fspapaping@googlemail.com> * Renamed variables and added debug log (#1537) * add debug logs * renamed variables * renamed TAGs, added flow status logging * . * . Co-authored-by: CaCO3 <caco@ruinelli.ch> * replaced printf usage in LogFile.WriteToFile() * ENABLE_MQTT c++ macro definition (#1546) * macro * 2 * 2 * delete jomjol_mqtt from CMakeLists * mqtt macro * final * ENABLE_INFLUXDB c++ macro definition (#1547) * macro * 2 * 2 * delete jomjol_mqtt from CMakeLists * mqtt macro * final * ENABLE_INFLUXDB c++ macro definition * Update Changelog.md Co-authored-by: parhedberg <par.hedberg@gmail.com> Co-authored-by: Pär Hedberg <par.hedberg@nordicmedtest.se> Co-authored-by: jomjol <30766535+jomjol@users.noreply.github.com> Co-authored-by: Christopher Fenner <9592452+CFenner@users.noreply.github.com> Co-authored-by: CaCO3 <caco@ruinelli.ch> Co-authored-by: Frank Haverland <fspapaping@googlemail.com> Co-authored-by: github-actions <github-actions@github.com> Co-authored-by: Ralf Rachinger <git@ralfrachinger.de> Co-authored-by: Nicolas Liaudat <nliaudat@users.noreply.github.com> * Update Changelog.md for release Co-authored-by: parhedberg <par.hedberg@gmail.com> Co-authored-by: Pär Hedberg <par.hedberg@nordicmedtest.se> Co-authored-by: jomjol <30766535+jomjol@users.noreply.github.com> Co-authored-by: Christopher Fenner <9592452+CFenner@users.noreply.github.com> Co-authored-by: CaCO3 <caco@ruinelli.ch> Co-authored-by: Frank Haverland <fspapaping@googlemail.com> Co-authored-by: github-actions <github-actions@github.com> Co-authored-by: Ralf Rachinger <git@ralfrachinger.de> Co-authored-by: Nicolas Liaudat <nliaudat@users.noreply.github.com> * new model version (#1619) * fix kernel panic (vector out of range) in getReadoutRawString * fix key of caches * fix key of caches * fix key caches * fix cache keys * fix cache keys * move set variables to top * debug * fix key * testing * try fix changelog * test * Update Changelog.md for release * Revert "Update Changelog.md for release" This reverts commit4f51ec7962. * remove testing * fix release creation * testing * Update Changelog.md for release * test * Revert "Merge branch 'master' of https://github.com/haverland/AI-on-the-edge-device" This reverts commitf68695a4c0, reversing changes made toa096cf7182. * Revert "test" This reverts commita096cf7182. * revert testing * #1524 - ensure the result of ZeigerEvalHybridNeu is <10 * Fix late digit transition #1503 * only initial_esp32_setup and update.zip as artefacts * remove unneeded cache * rename step ota-v2 to ota * rename ota-v2 to ota * new models - ana-class100 v1.5.4 - ana-cont-11.0.4 - dig-class100 v1.5.0 Co-authored-by: github-actions <github-actions@github.com> * Update Changelog.md (#1630) * Correct RenameNumber * Update Changelog.md * Fix reloading of data file (#1635) * Update data.html * fixed * show link to graph Co-authored-by: CaCO3 <caco@ruinelli.ch> Co-authored-by: parhedberg <par.hedberg@gmail.com> Co-authored-by: Pär Hedberg <par.hedberg@nordicmedtest.se> Co-authored-by: jomjol <30766535+jomjol@users.noreply.github.com> Co-authored-by: Christopher Fenner <9592452+CFenner@users.noreply.github.com> Co-authored-by: CaCO3 <caco@ruinelli.ch> Co-authored-by: Frank Haverland <fspapaping@googlemail.com> Co-authored-by: github-actions <github-actions@github.com> Co-authored-by: Ralf Rachinger <git@ralfrachinger.de> Co-authored-by: Nicolas Liaudat <nliaudat@users.noreply.github.com> Co-authored-by: Slider0007 <115730895+Slider0007@users.noreply.github.com> Co-authored-by: smartboart <38385805+smartboart@users.noreply.github.com>
100 lines
5.8 KiB
Markdown
100 lines
5.8 KiB
Markdown
# Welcome to the AI-on-the-edge-device
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<img src="images/icon/watermeter.svg" width="100px">
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Artificial intelligence based systems have been established in our every days live. Just think of speech or image recognition. Most of the systems relay on either powerful processors or a direct connection to the cloud for doing the calculations up there. With the increasing power of modern processors the AI systems are coming closer to the end user - which is usually called **edge computing**.
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Here this edge computing is brought into a practical oriented example, where a AI network is implemented on a ESP32 device so: **AI on the edge**.
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This projects allows you to digitalize your **analoge** water, gas, power and other meters using cheap and easily available hardware.
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All you need is an [ESP32 board with a supported camera](https://github.com/jomjol/AI-on-the-edge-device/wiki/Hardware-Compatibility) and a bit of a practical hand.
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<img src="images/esp32-cam.png" width="200px">
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## Key features
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- **Small** and **cheap** device (3x4.5x2 cm³, < 10 EUR)
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- camera and illumination integrated
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- Web surface for administration and control
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- OTA-Interface to update directly through the web interface
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- API for easy integration
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- Inline Image processing (feature detection, alignment, ROI extraction)
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- Tensorflow Lite (TFlite) integration - including easy to use wrapper
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## Workflow
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The device takes a photo of your meter at a defined interval. It then extracts the Regions of Interest (ROI's) out of it and runs them through an artificial inteligence. As a result, you get the digitalized value of your meter.
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There are several options what to do with that value. Either send it to a MQTT broker, write it to an InfluxDb or simply provide it throug a REST API.
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<img src="https://raw.githubusercontent.com/jomjol/AI-on-the-edge-device/master/images/idea.jpg" width="600">
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## Impressions
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### AI-on-the-edge-device on a Water Meter
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<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">
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### Web Interface (Water Meter)
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<img src="https://raw.githubusercontent.com/jomjol/AI-on-the-edge-device/master/images/watermeter.jpg" width="600">
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### AI-on-the-edge-device on a Electrical Power Meter
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<img src="https://raw.githubusercontent.com/jomjol/AI-on-the-edge-device/master/images/powermeter.jpg" width="600">
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## Setup
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There is a growing [wiki](https://github.com/jomjol/AI-on-the-edge-device/wiki) which provides you with a lot of information.
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Head there to get a start, set it up and configure it.
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There are also a articles in the German Heise magazine "make:" about the setup and the technical background (behind a paywall) : [DIY - Setup](https://www.heise.de/select/make/2021/2/2103513300897420296)
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For further background information, head to [Neural Networks](https://www.heise.de/select/make/2021/6/2126410443385102621), [Training Neural Networks](https://www.heise.de/select/make/2022/1/2134114065999161585) and [Programming on the ESP32](https://www.heise.de/select/make/2022/2/2204010051597422030)
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### Download
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The latest available version is available on the [Releases page](https://github.com/jomjol/AI-on-the-edge-device/releases).
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### Flashing of the ESP32
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Initially you will have to flash the ESP32 through an USB connection. Later an update is possible directly over the Air (OTA).
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There are different ways to flash your ESP32:
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- [Web Installer and Console](https://jomjol.github.io/AI-on-the-edge-device/index.html) (Webbrowser based tool to flash the ESP32 and extract the Log over USB)
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- Flash Tool from Espressif
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- ESPtool (Command Line Tool)
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See the [Wiki](https://github.com/jomjol/AI-on-the-edge-device/wiki/Installation) for more information.
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### Flashing the SD-Card
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The SD-Card must be flashed separately, see the [Wiki](https://github.com/jomjol/AI-on-the-edge-device/wiki/Installation) for details.
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## Casing
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A 3d-printable housing can be found here:
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- https://www.thingiverse.com/thing:4573481 (Water Meter)
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- https://www.thingiverse.com/thing:5028229 (Power Meter)
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- https://www.thingiverse.com/thing:5224101 (Gas Meter)
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- https://www.thingiverse.com/thing:4571627 (ESP32-Cam housing only)
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## Build it yourself
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See [Build Instructions](code/README.md).
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## Donate
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If you would like to support the developer with a cup of coffee you can do that via [Paypal](https://www.paypal.com/donate?hosted_button_id=8TRSVYNYKDSWL).
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<form action="https://www.paypal.com/donate" method="post" target="_top">
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<input type="hidden" name="hosted_button_id" value="8TRSVYNYKDSWL" />
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<input type="image" src="https://www.paypalobjects.com/en_US/DK/i/btn/btn_donateCC_LG.gif" border="0" name="submit" title="PayPal - The safer, easier way to pay online!" alt="Donate with PayPal button" />
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<img alt="" border="0" src="https://www.paypal.com/en_DE/i/scr/pixel.gif" width="1" height="1" />
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</form>
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If you have any technical topics, you can create an [Issue](https://github.com/jomjol/AI-on-the-edge-device/issues).
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In other cases you can contact the developer via email: <img src="https://raw.githubusercontent.com/jomjol/AI-on-the-edge-device/master/images/mail.jpg" height="25">
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## Changes and History
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See [Changelog](Changelog.md)
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## Tools
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* Logfile downloader and combiner (Thx to [reserve85](https://github.com/reserve85))
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* Files see ['/tools/logfile-tool'](tbd), How-to see [wiki](https://github.com/jomjol/AI-on-the-edge-device/wiki/Gasmeter-Log-Downloader)
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## Additional Ideas
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There are some ideas and feature requests which are not followed currently - mainly due to capacity reasons on side of the developer. They are collected here: [FeatureRequest.md](FeatureRequest.md)
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------
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