prepared changelog for 16.1.0-RC1

* Add link for top cover and antenna holder

* Added Emojis

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

---------

Co-authored-by: Copilot <175728472+Copilot@users.noreply.github.com>

.github/workflows/build.yaml

@@ -1,6 +1,10 @@
 name: Build and Pack
 
-on: [push, pull_request]
+on:
+    push:
+    pull_request:
+    release:
+        types: [released] # Only trigger on published releases (not drafts or pre-released)
 
 jobs:
 #########################################################################################
@@ -286,6 +290,7 @@ jobs:
         rm -rf ./sd-card/html
         rm -rf ./sd-card/demo
         cp -r ./html ./sd-card/ # Overwrite the Web UI with the preprocessed files
+        rm -f ./sd-card/Readme.md
         cp -r ./demo ./sd-card/
         cd sd-card; rm -rf html/param-tooltips; zip -r ../manual_setup/sd-card.zip *; cd ..
         cd ./manual_setup
@@ -303,7 +308,7 @@ jobs:
   prepare-release: 
     runs-on: ubuntu-latest
     needs: [pack-for-update, pack-for-manual_setup, pack-for-remote_setup]
-    if: startsWith(github.ref, 'refs/tags/') 
+    if: github.event_name == 'release' # Only run when the trigger is a release
 
     # Sets permissions of the GITHUB_TOKEN to allow updating the branches
     permissions:
@@ -405,7 +410,7 @@ jobs:
 #########################################################################################
 # Make sure to also update update-webinstaller.yml!
   update-web-installer:
-    if: github.event_name == 'release' && github.event.action == 'published' # Only run on release but not on prerelease
+    if: github.event_name == 'release' # Only run when the trigger is a release
     needs: [prepare-release]
     environment:
       name: github-pages
@@ -434,22 +439,22 @@ jobs:
     - name: Add binary to Web Installer and update manifest
       run: |
         echo "Updating Web installer to use firmware from ${{ steps.last_release.outputs.tag_name }}..."
-        rm -f docs/binary/firmware.bin
+        rm -f webinstaller/binary/firmware.bin
         wget ${{ github.server_url }}/${{ github.repository }}/releases/download/${{ steps.last_release.outputs.tag_name }}/AI-on-the-edge-device__update__${{ steps.last_release.outputs.tag_name }}.zip
         unzip AI-on-the-edge-device__update__${{ steps.last_release.outputs.tag_name }}.zip
-        cp -f firmware.bin docs/binary/firmware.bin
+        cp -f firmware.bin webinstaller/binary/firmware.bin
         echo "Updating index and manifest file..."
-        sed -i 's/$VERSION/${{ steps.last_release.outputs.tag_name }}/g' docs/index.html
-        sed -i 's/$VERSION/${{ steps.last_release.outputs.tag_name }}/g' docs/manifest.json
+        sed -i 's/$VERSION/${{ steps.last_release.outputs.tag_name }}/g' webinstaller/index.html
+        sed -i 's/$VERSION/${{ steps.last_release.outputs.tag_name }}/g' webinstaller/manifest.json
 
     - name: Setup Pages
-      uses: actions/configure-pages@v4
+      uses: actions/configure-pages@v5
 
     - name: Upload artifact
-      uses: actions/upload-pages-artifact@v2
+      uses: actions/upload-pages-artifact@v3
       with:
-        path: 'docs'
+        path: 'webinstaller'
 
     - name: Deploy to GitHub Pages
       id: deployment
-      uses: actions/deploy-pages@v3  # Note: v4 does not work!
+      uses: actions/deploy-pages@v4.0.5  # Note: v4 does not work!

.github/workflows/manual-update-webinstaller.yaml

@@ -1,4 +1,4 @@
-# This updates the Web Installer with the files from the docs folder and the binary of the latest release
+# This updates the Web Installer with the files from the webinstaller folder and the binary of the latest release
 # it only gets run on:
 #  - Manually triggered
 # Make sure to also update the lower part of build.yml!
@@ -11,7 +11,7 @@ on:
 #    branches:
 #    - rolling
 #    paths:
-#    - docs # The path filter somehow does not work, so lets run it on every change to rolling
+#    - webinstaller # The path filter somehow does not work, so lets run it on every change to rolling
 
 jobs:
   manually-update-web-installer:    
@@ -42,13 +42,13 @@ jobs:
     - name: Add binary to Web Installer and update manifest
       run: |
         echo "Updating Web installer to use firmware from ${{ steps.last_release.outputs.tag_name }}..."
-        rm -f docs/binary/firmware.bin
-        wget https://github.com/jomjol/AI-on-the-edge-device/releases/download/${{ steps.last_release.outputs.tag_name }}/AI-on-the-edge-device__update__${{ steps.last_release.outputs.tag_name }}.zip
+        rm -f webinstaller/binary/firmware.bin
+        wget ${{ github.server_url }}/${{ github.repository }}/releases/download/${{ steps.last_release.outputs.tag_name }}/AI-on-the-edge-device__update__${{ steps.last_release.outputs.tag_name }}.zip
         unzip AI-on-the-edge-device__update__${{ steps.last_release.outputs.tag_name }}.zip
-        cp -f firmware.bin docs/binary/firmware.bin
+        cp -f firmware.bin webinstaller/binary/firmware.bin
         echo "Updating index and manifest file..."
-        sed -i 's/$VERSION/${{ steps.last_release.outputs.tag_name }}/g' docs/index.html
-        sed -i 's/$VERSION/${{ steps.last_release.outputs.tag_name }}/g' docs/manifest.json
+        sed -i 's/$VERSION/${{ steps.last_release.outputs.tag_name }}/g' webinstaller/index.html
+        sed -i 's/$VERSION/${{ steps.last_release.outputs.tag_name }}/g' webinstaller/manifest.json
 
     - name: Setup Pages
       uses: actions/configure-pages@v5
@@ -56,7 +56,7 @@ jobs:
     - name: Upload artifact
       uses: actions/upload-pages-artifact@v3
       with:
-        path: 'docs'
+        path: 'webinstaller'
 
     - name: Deploy to GitHub Pages
       id: deployment

.github/workflows/reply-bot.yaml

@@ -18,7 +18,7 @@ permissions:
 
 jobs:
   comment:
-    runs-on: ubuntu-20.04
+    runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v4
 

Changelog.md

@@ -1,4 +1,28 @@
-# [16.0.0] - 2024-03-15
+# [16.1.0-RC1] - 2025-12-29
+
+For a full list of changes see [Full list of changes](https://github.com/jomjol/AI-on-the-edge-device/compare/v16.0.0...v16.1.0)
+
+### Known issues
+No software is perfect. We know that our software has some quirks. If you have an issue, please first check the [issues](https://github.com/jomjol/AI-on-the-edge-device/issues) and
+[discussions](https://github.com/jomjol/AI-on-the-edge-device/discussions) before reporting a new issue.
+
+
+### Core Changes and Bug fixes
+- Various minor improvements and changes
+- Various documentation corrections/improvements
+- Parameter `ChangeRateThreshold` can now also be zero [#3668](https://github.com/jomjol/AI-on-the-edge-device/pull/3668)
+- MQTT: Added a proper `device_class` (duration) to "uptime" [#3659](https://github.com/jomjol/AI-on-the-edge-device/pull/3659)
+- MQTT: Added `default_entity_id` to MQTT HA autodiscovery payload [#3970](https://github.com/jomjol/AI-on-the-edge-device/pull/3970)
+- Added new models
+- Updated SDCard Manufacturer List [#3730](https://github.com/jomjol/AI-on-the-edge-device/pull/3730)
+- Added option for gal/min rate for Home Assistant MQTT Autodiscovery[#3868](https://github.com/jomjol/AI-on-the-edge-device/pull/3868)
+- Fixed Setup Wizard [#3906](https://github.com/jomjol/AI-on-the-edge-device/pull/3906)
+- `checkDigitConsistency`: added ESP_LOG_DEBUG output [#3962](https://github.com/jomjol/AI-on-the-edge-device/pull/3962)
+- Added "Draw from center" option to Analog ROI editor [#3975](https://github.com/jomjol/AI-on-the-edge-device/pull/3975)
+- Enabled OV3660 support in sdkconfig.defaults [#3996](https://github.com/jomjol/AI-on-the-edge-device/pull/3996)
+
+
+# [16.0.0] - 2025-03-15
 
 For a full list of changes see [Full list of changes](https://github.com/jomjol/AI-on-the-edge-device/compare/v15.7.0...v16.0.0)
 

README.md

@@ -166,6 +166,7 @@ Various 3D-printable housings can be found here:
 - ⚡ [Power Meter](https://www.thingiverse.com/thing:5028229)
 - 🔥 [Gas Meter](https://www.thingiverse.com/thing:5224101)
 - 📷 [ESP32-cam housing only](https://www.thingiverse.com/thing:4571627)
+- 📡 [Top cover and Antenna Holder](https://www.printables.com/model/452139-cover-for-esp32-cam-water-meter)
 
 ---
 

code/README.md

@@ -4,7 +4,7 @@
 ```
 git clone https://github.com/jomjol/AI-on-the-edge-device.git
 cd AI-on-the-edge-device
-git checkout rolling
+git checkout main
 git submodule update --init
 ```
 
@@ -12,10 +12,10 @@ git submodule update --init
 ```
 cd /components/submodule-name (e.g. tflite-micro-example)
 git checkout VERSION (e.g. HASH of latest tflite-micro-example build)
-cd ../../ (auf Ebene von code)
+cd ../../ (at the code level)
 git submodule update --init
 ```
-Evt. muss man vorher noch einige Verzeichnisse in compenents von Hand löschen, da sie beim checkout nicht gelöscht wurden (vor update -- init)
+You may need to manually delete some directories in the 'components' folder beforehand, as they were not deleted during checkout (before update -- init)
 
 ## Build and Flash within terminal
 See further down to build it within an IDE.
@@ -51,7 +51,7 @@ pio device monitor -p /dev/ttyUSB0
     ```
     git clone https://github.com/jomjol/AI-on-the-edge-device.git
     cd AI-on-the-edge-device
-    git checkout rolling
+    git checkout main
     git submodule update --init
     ```
 

code/components/jomjol_flowcontroll/ClassFlowMQTT.cpp

@@ -161,6 +161,9 @@ bool ClassFlowMQTT::ReadParameter(FILE* pfile, string& aktparamgraph)
             else if (toUpper(splitted[1]) == "WATER_GAL") {
                 mqttServer_setMeterType("water", "gal", "h", "gal/h");
             }
+            else if (toUpper(splitted[1]) == "WATER_GAL_MIN") {
+                mqttServer_setMeterType("water", "gal", "min", "gal/min"); // min = Minutes
+            }
             else if (toUpper(splitted[1]) == "GAS_M3") {
                 mqttServer_setMeterType("gas", "m³", "h", "m³/h");
             }

code/components/jomjol_flowcontroll/ClassFlowPostProcessing.cpp

@@ -758,17 +758,8 @@ string ClassFlowPostProcessing::ShiftDecimal(string in, int _decShift) {
 }
 
 bool ClassFlowPostProcessing::doFlow(string zwtime) {
-    string result = "";
-    string digit = "";
-    string analog = "";
     string zwvalue;
-    string zw;
-    time_t imagetime = 0;
-    string rohwert;
-
-    // Update decimal point, as the decimal places can also change when changing from CNNType Auto --> xyz:
-
-    imagetime = flowTakeImage->getTimeImageTaken();
+    time_t imagetime = flowTakeImage->getTimeImageTaken();
 	
     if (imagetime == 0) {
         time(&imagetime);
@@ -794,6 +785,7 @@ bool ClassFlowPostProcessing::doFlow(string zwtime) {
         // double LastValueTimeDifference = difftime(imagetime, NUMBERS[j]->timeStampLastValue);         // in seconds
         double LastPreValueTimeDifference = difftime(imagetime, NUMBERS[j]->timeStampLastPreValue);   // in seconds
 
+        // Update decimal point, as the decimal places can also change when changing from CNNType Auto --> xyz:
         UpdateNachkommaDecimalShift();
 
         int previous_value = -1;
@@ -884,12 +876,15 @@ bool ClassFlowPostProcessing::doFlow(string zwtime) {
 
         if (NUMBERS[j]->checkDigitIncreaseConsistency) {
             if (flowDigit) {
+                LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "Before checkDigitConsistency: value=" + std::to_string(NUMBERS[j]->Value));
                 NUMBERS[j]->Value = checkDigitConsistency(NUMBERS[j]->Value, NUMBERS[j]->DecimalShift, NUMBERS[j]->analog_roi != NULL, NUMBERS[j]->PreValue);
+                LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "After checkDigitConsistency: value=" + std::to_string(NUMBERS[j]->Value));
             }
             else {
-                #ifdef SERIAL_DEBUG
-                    ESP_LOGD(TAG, "checkDigitIncreaseConsistency = true - no digit numbers defined!");
-                #endif
+        #ifdef SERIAL_DEBUG
+                ESP_LOGD(TAG, "checkDigitIncreaseConsistency = true - no digit numbers defined!");
+        #endif
+                LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "checkDigitIncreaseConsistency = true - no digit numbers defined!");
             }
         }
 
@@ -1128,6 +1123,7 @@ float ClassFlowPostProcessing::checkDigitConsistency(double input, int _decilams
     #ifdef SERIAL_DEBUG
         ESP_LOGD(TAG, "checkDigitConsistency: pot=%d, decimalshift=%d", pot, _decilamshift);
     #endif
+    LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "checkDigitConsistency: pot=" + std::to_string(pot) + ", decimalshift=" + std::to_string(_decilamshift));
 	
     pot_max = ((int) log10(input)) + 1;
 	
@@ -1159,6 +1155,7 @@ float ClassFlowPostProcessing::checkDigitConsistency(double input, int _decilams
         #ifdef SERIAL_DEBUG
             ESP_LOGD(TAG, "checkDigitConsistency: input=%f", input);
         #endif
+		LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "checkDigitConsistency: input=" + std::to_string(input));
 			
         pot++;
     }

code/components/jomjol_helper/Helper.cpp

@@ -806,11 +806,21 @@ struct SDCard_Manufacturer_database sd_database[] = {
 		.id = 0x03,
 		.manufacturer = "SanDisk",
 	},
+	{
+		.type = "sd",
+		.id = 0x05,
+		.manufacturer = "Lenovo",
+	},
 	{
 		.type = "sd",
 		.id = 0x08,
 		.manufacturer = "Silicon Power",
 	},
+	{
+		.type = "sd",
+		.id = 0x09,
+		.manufacturer = "ATP",
+	},
 	{
 		.type = "sd",
 		.id = 0x18,
@@ -894,7 +904,27 @@ struct SDCard_Manufacturer_database sd_database[] = {
 	{
 		.type = "sd",
 		.id = 0x89,
-		.manufacturer = "Unknown",
+		.manufacturer = "Netac",
+	},
+	{
+		.type = "sd",
+		.id = 0x9f,
+		.manufacturer = "Kingston/Kodak/Silicon Power",
+	},
+	{
+		.type = "sd",
+		.id = 0xad,
+		.manufacturer = "Amazon Basics/Lexar/OV",
+	},
+	{
+		.type = "sd",
+		.id = 0xdf,
+		.manufacturer = "Lenovo",
+	},
+	{
+		.type = "sd",
+		.id = 0xfe,
+		.manufacturer = "Bekit/Cloudisk/HP/Reletech",
 	},
 };
 
@@ -1218,7 +1248,7 @@ bool replaceString(std::string &s, std::string const &toReplace, std::string con
 
 	if (logIt)
 	{
-		LogFile.WriteToFile(ESP_LOG_ERROR, TAG, "Migrated Configfile line '" + old + "' to '" + s + "'");
+		LogFile.WriteToFile(ESP_LOG_INFO, TAG, "Migrated Configfile line '" + old + "' to '" + s + "'");
 	}
 
 	return true;

code/components/jomjol_mqtt/interface_mqtt.cpp

@@ -85,7 +85,7 @@ bool MQTTPublish(std::string _key, std::string _content, int qos, bool retained_
             _content.append("..");
         }
 
-        LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "Published topic: " + _key + ", content: " + _content + " (msg_id=" + std::to_string(msg_id) + ")");
+        LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "Published topic: " + _key + ", content: " + _content);
         return true;
     }
     else {
@@ -465,7 +465,7 @@ void MQTTconnected(){
        if (subscribeFunktionMap != NULL) {
             for(std::map<std::string, std::function<bool(std::string, char*, int)>>::iterator it = subscribeFunktionMap->begin(); it != subscribeFunktionMap->end(); ++it) {
                 int msg_id = esp_mqtt_client_subscribe(client, it->first.c_str(), 0);
-                LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "topic " + it->first + " subscribe successful, msg_id=" + std::to_string(msg_id));
+                LogFile.WriteToFile(ESP_LOG_DEBUG, TAG, "topic " + it->first + " subscribe successful");
             }
         }
 

code/components/jomjol_mqtt/server_mqtt.cpp

@@ -72,13 +72,24 @@ bool sendHomeAssistantDiscoveryTopic(std::string group, std::string field,
     std::string topicFull;
     std::string configTopic;
     std::string payload;
+    std::string component;
 
     configTopic = field;
 
     if (group != "" && (*NUMBERS).size() > 1) { // There is more than one meter, prepend the group so we can differentiate them
         configTopic = group + "_" + field;
         name = group + " " + name;
-    }    
+    }
+
+    if (field == "problem") { // Special case: Binary sensor which is based on error topic
+        component = "binary_sensor";
+    }
+    else if (field == "flowstart") { // Special case: Button
+        component = "button";
+    }
+    else {
+        component = "sensor";
+    }
 
     /** 
      * homeassistant needs the MQTT discovery topic according to the following structure:
@@ -87,21 +98,14 @@ bool sendHomeAssistantDiscoveryTopic(std::string group, std::string field,
      * This means a maintopic "home/test/watermeter" is transformed to the discovery topic "homeassistant/sensor/watermeter/..."
     */
     std::string node_id = createNodeId(maintopic);
-    if (field == "problem") { // Special case: Binary sensor which is based on error topic
-        topicFull = "homeassistant/binary_sensor/" + node_id + "/" + configTopic + "/config";
-    }
-    else if (field == "flowstart") { // Special case: Button
-        topicFull = "homeassistant/button/" + node_id + "/" + configTopic + "/config";
-    }
-    else {
-        topicFull = "homeassistant/sensor/" + node_id + "/" + configTopic + "/config";
-    }
-
+    topicFull = "homeassistant/" + component + "/" + node_id + "/" + configTopic + "/config";
+    
     /* See https://www.home-assistant.io/docs/mqtt/discovery/ */
     payload = string("{")  +
         "\"~\": \"" + maintopic + "\","  +
         "\"unique_id\": \"" + maintopic + "-" + configTopic + "\","  +
-        "\"object_id\": \"" + maintopic + "_" + configTopic + "\","  + // This used to generate the Entity ID
+        "\"object_id\": \"" + maintopic + "_" + configTopic + "\","  + // Default entity ID; required for HA <= 2025.10
+        "\"default_entity_id\": \"" + component + "." + maintopic + "_" + configTopic + "\"," + // Default entity ID; required in HA >=2026.4
         "\"name\": \"" + name + "\","  +
         "\"icon\": \"mdi:" + icon + "\",";        
 
@@ -174,14 +178,14 @@ bool MQTThomeassistantDiscovery(int qos) {
 	int aFreeInternalHeapSizeBefore = heap_caps_get_free_size(MALLOC_CAP_8BIT | MALLOC_CAP_INTERNAL);
 
     //                                                   Group | Field            | User Friendly Name | Icon                      | Unit | Device Class     | State Class  | Entity Category
-    allSendsSuccessed |= sendHomeAssistantDiscoveryTopic("",     "uptime",          "Uptime",            "clock-time-eight-outline", "s",   "",                "",            "diagnostic", qos);
+    allSendsSuccessed |= sendHomeAssistantDiscoveryTopic("",     "uptime",          "Uptime",            "progress-clock",           "s",   "duration",        "measurement", "diagnostic", qos);
     allSendsSuccessed |= sendHomeAssistantDiscoveryTopic("",     "MAC",             "MAC Address",       "network-outline",          "",    "",                "",            "diagnostic", qos);
     allSendsSuccessed |= sendHomeAssistantDiscoveryTopic("",     "fwVersion",       "Firmware Version",  "application-outline",      "",    "",                "",            "diagnostic", qos);
     allSendsSuccessed |= sendHomeAssistantDiscoveryTopic("",     "hostname",        "Hostname",          "network-outline",          "",    "",                "",            "diagnostic", qos);
     allSendsSuccessed |= sendHomeAssistantDiscoveryTopic("",     "freeMem",         "Free Memory",       "memory",                   "B",   "",                "measurement", "diagnostic", qos);
     allSendsSuccessed |= sendHomeAssistantDiscoveryTopic("",     "wifiRSSI",        "Wi-Fi RSSI",        "wifi",                     "dBm", "signal_strength", "",            "diagnostic", qos);
     allSendsSuccessed |= sendHomeAssistantDiscoveryTopic("",     "CPUtemp",         "CPU Temperature",   "thermometer",              "°C",  "temperature",     "measurement", "diagnostic", qos);
-    allSendsSuccessed |= sendHomeAssistantDiscoveryTopic("",     "interval",        "Interval",          "clock-time-eight-outline", "min",  ""           ,    "measurement", "diagnostic", qos);
+    allSendsSuccessed |= sendHomeAssistantDiscoveryTopic("",     "interval",        "Interval",          "clock-time-eight-outline", "min",  "",               "measurement", "diagnostic", qos);
     allSendsSuccessed |= sendHomeAssistantDiscoveryTopic("",     "IP",              "IP",                "network-outline",           "",    "",               "",            "diagnostic", qos);
     allSendsSuccessed |= sendHomeAssistantDiscoveryTopic("",     "status",          "Status",            "list-status",               "",    "",               "",            "diagnostic", qos);
     allSendsSuccessed |= sendHomeAssistantDiscoveryTopic("",     "flowstart",       "Manual Flow Start", "timer-play-outline",        "",    "",               "",            "",           qos);

code/main/main.cpp

@@ -635,7 +635,7 @@ void migrateConfiguration(void) {
                     CamZoom_value = false;
                 }
                 else {
-                    ESP_LOGE(TAG, "splitted[1]: %s", splitted[1].c_str());
+                    // ESP_LOGI(TAG, "splitted[1]: %s", splitted[1].c_str());
                     CamZoom_value = alphanumericToBoolean(splitted[1]);
                 }
                 CamZoom_found = true;
@@ -858,22 +858,22 @@ void migrateConfiguration(void) {
             else {
                 configLines[CamZoom_lines] = ("CamZoom = false");
             }
-            LogFile.WriteToFile(ESP_LOG_ERROR, TAG, "Migrated Configfile line 'Zoom' to 'CamZoom'");
+            LogFile.WriteToFile(ESP_LOG_INFO, TAG, "Migrated Configfile line 'Zoom' to 'CamZoom'");
             migrated = true;
         }
         if (CamZoomSize_lines > 0) {
             configLines[CamZoomSize_lines] = ("CamZoomSize = " + std::to_string(CamZoomSize_value));
-            LogFile.WriteToFile(ESP_LOG_ERROR, TAG, "Migrated Configfile line 'ZoomMode' to 'CamZoomSize'");
+            LogFile.WriteToFile(ESP_LOG_INFO, TAG, "Migrated Configfile line 'ZoomMode' to 'CamZoomSize'");
             migrated = true;
         }
         if (CamZoomOffsetX_lines > 0) {
             configLines[CamZoomOffsetX_lines] = ("CamZoomOffsetX = " + std::to_string(CamZoomOffsetX_value));
-            LogFile.WriteToFile(ESP_LOG_ERROR, TAG, "Migrated Configfile line 'ZoomOffsetX' to 'CamZoomOffsetX'");
+            LogFile.WriteToFile(ESP_LOG_INFO, TAG, "Migrated Configfile line 'ZoomOffsetX' to 'CamZoomOffsetX'");
             migrated = true;
         }
         if (CamZoomOffsetY_lines > 0) {
             configLines[CamZoomOffsetY_lines] = ("CamZoomOffsetY = " + std::to_string(CamZoomOffsetY_value));
-            LogFile.WriteToFile(ESP_LOG_ERROR, TAG, "Migrated Configfile line 'ZoomOffsetY' to 'CamZoomOffsetY'");
+            LogFile.WriteToFile(ESP_LOG_INFO, TAG, "Migrated Configfile line 'ZoomOffsetY' to 'CamZoomOffsetY'");
             migrated = true;
         }
     }

code/sdkconfig.defaults

@@ -158,7 +158,7 @@ CONFIG_CAMERA_CORE1=y
 CONFIG_OV7670_SUPPORT=n
 CONFIG_OV7725_SUPPORT=n
 CONFIG_NT99141_SUPPORT=n
-CONFIG_OV3660_SUPPORT=n
+CONFIG_OV3660_SUPPORT=y
 CONFIG_OV2640_SUPPORT=y
 CONFIG_OV5640_SUPPORT=y
 CONFIG_GC2145_SUPPORT=n

param-docs/parameter-pages/InfluxDB/NUMBER.Field.md

@@ -4,4 +4,4 @@ Default Value: `undefined`
 Dedicated definition of the field for InfluxDB use for saving in the Influx database (e.g.: "watermeter/value").
 
 !!! Note
-    This parameter must be prefixed with `<NUMBER>` followed by a dot (eg. `main.Field`). `<NUMBER>` is the name of the number sequence  defined in the ROI's.
+    If you edit the config file manually, you must prefix this parameter with `<NUMBER>` followed by a dot (eg. `main.Field`). The reason is that this parameter is specific for each `<NUMBER>` (`<NUMBER>` is the name of the number sequence defined in the ROI's).

param-docs/parameter-pages/InfluxDBv2/NUMBER.Field.md

@@ -4,4 +4,4 @@ Default Value: `undefined`
 Field for InfluxDB v2 to use for saving.
 
 !!! Note
-    This parameter must be prefixed with `<NUMBER>` followed by a dot (eg. `main.Field`). `<NUMBER>` is the name of the number sequence  defined in the ROI's.
+    If you edit the config file manually, you must prefix this parameter with `<NUMBER>` followed by a dot (eg. `main.Field`). The reason is that this parameter is specific for each `<NUMBER>` (`<NUMBER>` is the name of the number sequence defined in the ROI's).

param-docs/parameter-pages/MQTT/MeterType.md

@@ -10,19 +10,23 @@ Alternatively you can set the parameter `DecimalShift` to `3` so the value is co
 List of supported options:
 
 - `other`
-- `water_m3` (uses `m^3/min` as rate)
-- `water_l`  (uses `l/h` as rate, not officially supported by Homeassistant!)
-- `water_gal`  (uses `gal/h` as rate, not officially supported by Homeassistant!)
+- `water_m3` (uses `m^3/h` as rate)
+- `water_l`  (uses `l/h` as rate) **⚠️ Not supported by Homeassistant 2025.7 and later! ⚠️**
+- `water_gal`  (uses `gal/h` as rate) **⚠️ Not supported by Homeassistant 2025.7 and later! ⚠️**
+- `water_gal_min`  (uses `gal/min` as rate)
 - `water_ft3` (uses `ft^3/min` as rate)
-- `gas_m3` (uses `m^3/min` as rate)
+- `gas_m3` (uses `m^3/h` as rate)
 - `gas_ft3` (uses `ft^3/min` as rate)
 - `energy_wh` (uses `W` as rate)
 - `energy_kwh` (uses `KW` as rate)
 - `energy_mwh` (uses `MW` as rate)
-- `energy_gj`  (uses `GJ/h` as rate, not officially supported by Homeassistant!)
+- `energy_gj`  (uses `GJ/h` as rate) **⚠️ Not supported by Homeassistant 2025.7 and later! ⚠️**
 - `temperature_c` (uses `+C/min` as rate)
 - `temperature_f` (uses `°F/min` as rate)
 - `temperature_k` (uses `K/min` as rate)
 
 !!! Note
     Not all options are supported by Homeassistant, see `SensorDeviceClass.VOLUME_FLOW_RATE` in [https://developers.home-assistant.io/docs/core/entity/sensor/#available-device-classes](https://developers.home-assistant.io/docs/core/entity/sensor/#available-device-classes)!
+    
+!!! Warning
+    Since Homeassistant 2025.7, the unsupported options will no longer work, see change in Homeassistant: [Ensure MQTT sensor has a valid native unit of measurement](https://github.com/home-assistant/core/pull/146722).

param-docs/parameter-pages/MQTT/NUMBER.DomoticzIDX.md

@@ -4,4 +4,4 @@ Default Value: `0`
 The Idx number for the counter device. Can be obtained from the devices setup page on the Domoticz system.
 
 !!! Note
-    This parameter must be prefixed with `<NUMBER>` followed by a dot (eg. `main.DomoticzIDX`). `<NUMBER>` is the name of the number sequence  defined in the ROI's.
+    If you edit the config file manually, you must prefix this parameter with `<NUMBER>` followed by a dot (eg. `main.DomoticzIDX`). The reason is that this parameter is specific for each `<NUMBER>` (`<NUMBER>` is the name of the number sequence defined in the ROI's).

param-docs/parameter-pages/PostProcessing/NUMBER.AllowNegativeRates.md

@@ -7,4 +7,4 @@ Allow a meter to count backwards (decreasing values).
     This is unusual (it means there is a negative rate) and not wanted in most cases!
 
 !!! Note
-    This parameter must be prefixed with `<NUMBER>` followed by a dot (eg. `main.AllowNegativeRates`). `<NUMBER>` is the name of the number sequence  defined in the ROI's.
+    If you edit the config file manually, you must prefix this parameter with `<NUMBER>` followed by a dot (eg. `main.AllowNegativeRates`). The reason is that this parameter is specific for each `<NUMBER>` (`<NUMBER>` is the name of the number sequence defined in the ROI's).

param-docs/parameter-pages/PostProcessing/NUMBER.AnalogToDigitTransitionStart.md

@@ -9,4 +9,4 @@ See [here](../Watermeter-specific-analog---digit-transition) for details.
 Range: `6.0` .. `9.9`.
 
 !!! Note
-    This parameter must be prefixed with `<NUMBER>` followed by a dot (eg. `main.AnalogToDigitTransitionStart`). `<NUMBER>` is the name of the number sequence  defined in the ROI's.
+    If you edit the config file manually, you must prefix this parameter with `<NUMBER>` followed by a dot (eg. `main.AnalogToDigitTransitionStart`). The reason is that this parameter is specific for each `<NUMBER>` (`<NUMBER>` is the name of the number sequence defined in the ROI's).

param-docs/parameter-pages/PostProcessing/NUMBER.ChangeRateThreshold.md

@@ -1,7 +1,7 @@
 # Parameter `ChangeRateThreshold`
 Default Value: `2`
 
-Range: `1` .. `9`.
+Range: `0` .. `9`.
 
 Threshold parameter for change rate detection.<br>
 This parameter is intended to compensate for small reading fluctuations that occur when the meter does not change its value for a long time (e.g. at night) or slightly turns backwards. This can eg. happen on watermeters.
@@ -10,18 +10,18 @@ It is only applied to the last digit of the read value (See example below).
 If the read value is within PreValue +/- Threshold, no further calculation is carried out and the Value/Prevalue remains at the old value.
 
 !!! Note
-    This parameter must be prefixed with `<NUMBER>` followed by a dot (eg. `main.ChangeRateThreshold`). `<NUMBER>` is the name of the number sequence  defined in the ROI's.
+    If you edit the config file manually, you must prefix this parameter with `<NUMBER>` followed by a dot (eg. `main.ChangeRateThreshold`). The reason is that this parameter is specific for each `<NUMBER>` (`<NUMBER>` is the name of the number sequence defined in the ROI's).
 
 ## Example
 
 - Smallest ROI provides value for `0.000'x` (Eg. a water meter with 4 pointers behind the decimal point)
 - ChangeRateThreshold = 2
   
-#### With `Extended Resolution` **disabled**
+#### With `ExtendedResolution` **disabled**
 PreValue: `123.456'7` -> Threshold = `+/-0.000'2`.<br>
 All changes between `123.456'5` and `123.456'9` get ignored
 	
-#### With `Extended Resolution` **enabled**
+#### With `ExtendedResolution` **enabled**
 PreValue: `123.456'78` -> Threshold = `+/-0.000'02`.<br>
 All changes between `123.456'76` and `123.456'80` get ignored.
 

param-docs/parameter-pages/PostProcessing/NUMBER.CheckDigitIncreaseConsistency.md

@@ -8,4 +8,4 @@ An additional consistency check.
 It especially improves the zero crossing check between digits.
 
 !!! Note
-    This parameter must be prefixed with `<NUMBER>` followed by a dot (eg. `main.CheckDigitIncreaseConsistency`). `<NUMBER>` is the name of the number sequence  defined in the ROI's.
+    If you edit the config file manually, you must prefix this parameter with `<NUMBER>` followed by a dot (eg. `main.CheckDigitIncreaseConsistency`). The reason is that this parameter is specific for each `<NUMBER>` (`<NUMBER>` is the name of the number sequence defined in the ROI's).

param-docs/parameter-pages/PostProcessing/NUMBER.DecimalShift.md

@@ -5,4 +5,4 @@ Shift the decimal separator (positiv or negativ).
 Eg. to move from `m³` to `liter` (`1 m³` equals `1000 liters`), you need to set it to `+3`.
 
 !!! Note
-    This parameter must be prefixed with `<NUMBER>` followed by a dot (eg. `main.DecimalShift`). `<NUMBER>` is the name of the number sequence  defined in the ROI's.
+    If you edit the config file manually, you must prefix this parameter with `<NUMBER>` followed by a dot (eg. `main.DecimalShift`). The reason is that this parameter is specific for each `<NUMBER>` (`<NUMBER>` is the name of the number sequence defined in the ROI's).

param-docs/parameter-pages/PostProcessing/NUMBER.ExtendedResolution.md

@@ -7,4 +7,4 @@ Use the decimal place of the last analog counter for increased accuracy.
     This parameter is only supported on the `*-class*` and `*-const` models! See [Choosing-the-Model](../Choosing-the-Model) for details.
 
 !!! Note
-    This parameter must be prefixed with `<NUMBER>` followed by a dot (eg. `main.ExtendedResolution`). `<NUMBER>` is the name of the number sequence  defined in the ROI's.
+    If you edit the config file manually, you must prefix this parameter with `<NUMBER>` followed by a dot (eg. `main.ExtendedResolution`). The reason is that this parameter is specific for each `<NUMBER>` (`<NUMBER>` is the name of the number sequence defined in the ROI's).

param-docs/parameter-pages/PostProcessing/NUMBER.IgnoreLeadingNaN.md

@@ -6,4 +6,4 @@ This is only relevant for models which use `N`!
 See [here](../Choosing-the-Model) for details.
 
 !!! Note
-    This parameter must be prefixed with `<NUMBER>` followed by a dot (eg. `main.IgnoreLeadingNaN`). `<NUMBER>` is the name of the number sequence  defined in the ROI's.
+    If you edit the config file manually, you must prefix this parameter with `<NUMBER>` followed by a dot (eg. `main.IgnoreLeadingNaN`). The reason is that this parameter is specific for each `<NUMBER>` (`<NUMBER>` is the name of the number sequence defined in the ROI's).

param-docs/parameter-pages/PostProcessing/NUMBER.MaxRateType.md

@@ -5,4 +5,4 @@ Defines if the **Change Rate** is calculated as the difference between the last
 as the difference normalized to the interval (`RateChange` = difference per minute).
 
 !!! Note
-    This parameter must be prefixed with `<NUMBER>` followed by a dot (eg. `main.MaxRateType`). `<NUMBER>` is the name of the number sequence  defined in the ROI's.
+    If you edit the config file manually, you must prefix this parameter with `<NUMBER>` followed by a dot (eg. `main.MaxRateType`). The reason is that this parameter is specific for each `<NUMBER>` (`<NUMBER>` is the name of the number sequence defined in the ROI's).

param-docs/parameter-pages/PostProcessing/NUMBER.MaxRateValue.md

@@ -6,4 +6,4 @@ Maximum allowed change between two readings, if exceeded the last reading will b
 If negative rate is disallowed and no maximum rate value is set, one false high reading will lead to a period of missing measurements until the measurement reaches the previous false high reading. E.g. if the counter is at `600,00` and it's read incorrectly as` 610,00`, all measurements will be skipped until the counter reaches `610,00`. Setting the MaxRateValue to `0,05` leads to a rejection of all readings with a difference `> 0,05`, in this case `610,00`. The rejection also applies to correct readings with a difference `> 0,05`!
 
 !!! Note
-    This parameter must be prefixed with `<NUMBER>` followed by a dot (eg. `main.MaxRateValue`). `<NUMBER>` is the name of the number sequence  defined in the ROI's.
+    If you edit the config file manually, you must prefix this parameter with `<NUMBER>` followed by a dot (eg. `main.MaxRateValue`). The reason is that this parameter is specific for each `<NUMBER>` (`<NUMBER>` is the name of the number sequence defined in the ROI's).

sd-card/Readme.md

@@ -0,0 +1,5 @@
+# SD Card content
+This folder contains the files which are required to setup the SD card.
+
+❗ Do not directly copy this folder onto your SD card, **it will not work!** Instead, you can use any of the artifacts generaded in any of the Pipeline runs of the [Build-Pipeline](https://github.com/jomjol/AI-on-the-edge-device/actions/workflows/build.yaml).
+The files in the `html` folder here only serve as templates. The real `html` folder get generated using the Github actions.

sd-card/config/config.ini

@@ -43,7 +43,7 @@ AlignmentAlgo = default
 /config/ref1.jpg 442 142
 
 [Digits]
-Model = /config/dig-cont_0712_s3_q.tflite
+Model = /config/dig-cont_0900_s3_q.tflite
 CNNGoodThreshold = 0.5
 ;ROIImagesLocation = /log/digit
 ;ROIImagesRetention = 3
@@ -52,7 +52,7 @@ main.dig2 343 126 30 54 false
 main.dig3 391 126 30 54 false
 
 [Analog]
-Model = /config/ana-cont_1300_s2.tflite
+Model = /config/ana-cont_1500_s2_q.tflite
 CNNGoodThreshold = 0.5
 ;ROIImagesLocation = /log/analog
 ;ROIImagesRetention = 3

sd-card/demo/config.ini

@@ -43,14 +43,14 @@ AlignmentAlgo = default
 /config/ref1.jpg 536 113
 
 [Digits]
-Model = /config/dig-cont_0710_s3_q.tflite
+Model = /config/dig-cont_0810_s3_q.tflite
 CNNGoodThreshold = 0.5
 ;ROIImagesLocation = /log/digit
 ;ROIImagesRetention = 3
 main.dig1 438 62 49 71 false
 
 [Analog]
-Model = /config/ana-cont_1300_s2.tflite
+Model = /config/ana-cont_1400_s2_q.tflite
 ;ROIImagesLocation = /log/analog
 ;ROIImagesRetention = 3
 main.ana1 452 199 120 120 false
@@ -67,7 +67,7 @@ main.AllowNegativeRates = true
 main.ExtendedResolution = true
 main.IgnoreLeadingNaN = false
 ErrorMessage = true
-CheckDigitIncreaseConsistency = false
+main.CheckDigitIncreaseConsistency = false
 
 ;[MQTT]
 ;Uri = mqtt://IP-ADRESS:1883
@@ -76,11 +76,14 @@ CheckDigitIncreaseConsistency = false
 ;user = USERNAME
 ;password = PASSWORD
 RetainMessages = false
+;DomoticzTopicIn = undefined
+;main.DomoticzIDX = undefined
 HomeassistantDiscovery = false
 ;MeterType = other
 ;CACert = /config/certs/RootCA.pem
 ;ClientCert = /config/certs/client.pem.crt
 ;ClientKey = /config/certs/client.pem.key
+;ValidateServerCert = true
 
 ;[InfluxDB]
 ;Uri = undefined
@@ -133,4 +136,3 @@ TimeZone = CET-1CEST,M3.5.0,M10.5.0/3
 RSSIThreshold = -75
 CPUFrequency = 160
 SetupMode = false
- 

sd-card/html/edit_analog.html

@@ -156,6 +156,7 @@ The following settings are only used for easier setup, they are <b>not</b> persi
 <input type="checkbox" id="showall" name="showall" value="1" onclick="draw()" checked tabindex=9><label for="showall"> Show all ROIs</label><br>
 <input type="checkbox" id="lockAspectRatio" name="lockAspectRatio" value="1" onclick="changelockAspectRatio()" checked tabindex=6><label for="lockAspectRatio"> Lock aspect ratio </label><br>
 <input type="checkbox" id="lockSizes" name="lockSizes" value="1" onclick="changelockSizes()" checked tabindex=7><label for="lockSizes"> Synchronize y, Δx and Δy between ROIs</label><br>
+<input type="checkbox" id="drawFromCenter" name="drawFromCenter" value="1" onclick="changeDrawFromCenter()" checked tabindex=8><label for="drawFromCenter"> Draw from center</label><br>
 <hr>
 
     <table>
@@ -196,6 +197,7 @@ The following settings are only used for easier setup, they are <b>not</b> persi
         enhanceCon = false,
         lockAspectRatio = true,
         lockSizes = false,
+        drawFromCenter = true,
         domainname = getDomainname();
 
     function doReboot() {
@@ -316,7 +318,11 @@ The following settings are only used for easier setup, they are <b>not</b> persi
 
     function changelockSizes() {
         lockSizes = document.getElementById("lockSizes").checked;
-        UpdateROIs(); 
+        UpdateROIs();
+    }
+
+    function changeDrawFromCenter() {
+        drawFromCenter = document.getElementById("drawFromCenter").checked;
     }
 
     function changeCCW() {
@@ -800,8 +806,12 @@ The following settings are only used for easier setup, they are <b>not</b> persi
         zw = getCoords(this)
         rect.startX = e.pageX - zw.left;
         rect.startY = e.pageY - zw.top;
+        if (drawFromCenter) {
+            rect.centerX = rect.startX;
+            rect.centerY = rect.startY;
+        }
         document.getElementById("refx").value =  rect.startX;
-        document.getElementById("refy").value =  rect.startY;    
+        document.getElementById("refy").value =  rect.startY;
         drag = true;
     }
 
@@ -822,16 +832,33 @@ The following settings are only used for easier setup, they are <b>not</b> persi
     }
 
     function mouseMove(e) {
-        if (drag) {
-            zw = getCoords(this)        
+        const mouseX = e.pageX - zw.left;
+        const mouseY = e.pageY - zw.top;
 
-            if (lockAspectRatio) {
-                rect.h = (e.pageY - zw.top) - rect.startY;
-                rect.w = Math.round(rect.h * ROIInfo[aktindex]["ar"]);            
-            }
-            else {
-                rect.w = (e.pageX - zw.left) - rect.startX;
-                rect.h = (e.pageY - zw.top) - rect.startY;
+        if (drag) {
+            zw = getCoords(this)
+
+            if (drawFromCenter) {
+                if (lockAspectRatio) {
+                    rect.h = Math.abs(mouseY - rect.centerY) * 2;
+                    rect.w = Math.round(rect.h * ROIInfo[aktindex]["ar"]);
+                } else {
+                    rect.w = Math.abs(mouseX - rect.centerX) * 2;
+                    rect.h = Math.abs(mouseY - rect.centerY) * 2;
+                }
+
+                rect.startX = rect.centerX - rect.w / 2;
+                rect.startY = rect.centerY - rect.h / 2;
+                document.getElementById("refx").value = Math.round(rect.startX);
+                document.getElementById("refy").value = Math.round(rect.startY);
+            } else {
+                if (lockAspectRatio) {
+                    rect.h = mouseY - rect.startY;
+                    rect.w = Math.round(rect.h * ROIInfo[aktindex]["ar"]);
+                } else {
+                    rect.w = mouseX - rect.startX;
+                    rect.h = mouseY - rect.startY;
+                }
             }
             document.getElementById("refdx").value = rect.w;
             document.getElementById("refdy").value = rect.h;
@@ -843,8 +870,8 @@ The following settings are only used for easier setup, they are <b>not</b> persi
             var context = canvas.getContext('2d');
 
             zw = getCoords(this);
-            x = e.pageX - zw.left;
-            y = e.pageY - zw.top;
+            x = mouseX;
+            y = mouseY;
             
             context.lineWidth = 2;
             context.strokeStyle = "#00FF00";

sd-card/html/edit_config_template.html

@@ -969,7 +969,7 @@
             </td>
             <td>
                 <input required type="number" id="PostProcessing_ChangeRateThreshold_value1" step="1" min="0" max="9" value="2"
-                    oninput="(!validity.rangeUnderflow||(value=1)) && (!validity.rangeOverflow||(value=9)) && 
+                    oninput="(!validity.rangeUnderflow||(value=0)) && (!validity.rangeOverflow||(value=9)) && 
                         (!validity.stepMismatch||(value=parseInt(this.value)));">
             </td>
             <td>$TOOLTIP_PostProcessing_NUMBER.ChangeRateThreshold</td>
@@ -1183,15 +1183,16 @@
                 <select class="select_large" id="MQTT_MeterType_value1"> <!-- See https://developers.home-assistant.io/docs/core/entity/sensor/#available-device-classes -->
                     <option value="other" selected>Other (no Units)</option>
                     <option value="water_m3">Watermeter (Value: m³, Rate: m³/h)</option>
-                    <option value="water_l">Watermeter (Value: l, Rate: l/h) *Not officially supported by Homeassistant!*</option>
-                    <option value="water_gal">Watermeter (Value: gal, Rate: gal/h) *Not officially supported by Homeassistant!*</option>
+                    <option value="water_l">Watermeter (Value: l, Rate: l/h)    ⚠️ Not supported by Homeassistant 2025.7 and later! ⚠️</option>
+                    <option value="water_gal">Watermeter (Value: gal, Rate: gal/h)    ⚠️ Not supported by Homeassistant 2025.7 and later! ⚠️</option>
+                    <option value="water_gal_min">Watermeter (Value: gal, Rate: gal/min)</option>
                     <option value="water_ft3">Watermeter (Value: ft³, Rate: ft³/min)</option>
                     <option value="gas_m3">Gasmeter (Value: m³, Rate: m³/h)</option>
                     <option value="gas_ft3">Gasmeter (Value: ft³, Rate: ft³/min)</option>
                     <option value="energy_wh">Energymeter (Value: Wh, Rate: W)</option>
                     <option value="energy_kwh">Energymeter (Value: kWh, Rate: kW)</option>
                     <option value="energy_mwh">Energymeter (Value: MWh, Rate: MW)</option>
-                    <option value="energy_gj">Energymeter (Value: GJ, Rate: GJ/h) *Not officially supported by Homeassistant!*</option>
+                    <option value="energy_gj">Energymeter (Value: GJ, Rate: GJ/h)    ⚠️ Not supported by Homeassistant 2025.7 and later! ⚠️</option>
                     <option value="temperature_c">Thermometer (Value: °C, Rate: °C/min)</option>
                     <option value="temperature_c">Thermometer (Value: °F, Rate: °F/min)</option>
                     <option value="temperature_c">Thermometer (Value: K, Rate: K/min)</option>
@@ -2676,7 +2677,19 @@ function saveTextAsFile() {
 	WriteConfigININew();
 	SaveConfigToServer(domainname);
 
-	firework.launch('Configuration saved. It will get applied after the next reboot!<br><br>\n<a id="reboot_button" onclick="doReboot()">reboot now</a>', 'success', 5000);
+    if(window.location.hash) {
+        var hash = window.location.hash.substring(1); //Puts hash in variable, and removes the # character
+		
+        if(hash == 'description') {
+            firework.launch('Configuration saved.', 'success', 2000);
+        }
+		else {
+	        firework.launch('Configuration saved. It will get applied after the next reboot!<br><br>\n<a id="reboot_button" onclick="doReboot()">reboot now</a>', 'success', 5000);
+	    }
+    }
+	else {
+	    firework.launch('Configuration saved. It will get applied after the next reboot!<br><br>\n<a id="reboot_button" onclick="doReboot()">reboot now</a>', 'success', 5000);
+	}
 
 	if (changeCamValue == 1) {
 		camSettingsSet();
@@ -3331,7 +3344,7 @@ function openDescription() {
 		
         if(hash == 'description') {
             document.getElementById("desc_details").open = true;
-            document.getElementById("reboot").style.display = "none";
+            // document.getElementById("reboot").style.display = "none";
             document.getElementById("reboot_text").style.display = "none";
         }
     }

webinstaller/Readme.md

@@ -0,0 +1,3 @@
+# Webinstaller
+This folder is used to provide the required files to generate the [Web-Installer](https://jomjol.github.io/AI-on-the-edge-device/).
+The Webinstaller gets automatically updated on a release using the Github actions.

webinstaller/binary/Readme.md

@@ -0,0 +1,2 @@
+# Binary folder of the webinstaller
+The firmware itself (`firmware.bin`) gets copied to this folder through the Github action.

webinstaller/index.html

@@ -67,21 +67,19 @@
 
    <div class="footer">
       <div class="footer-section">
-       <span>Support & Contact Us</span>
+       <span>Support & Contact</span>
        <a href="https://github.com/jomjol/AI-on-the-edge-device" target="_blank" title="GitHub">
-          <img src="https://github.com/jomjol/AI-on-the-edge-device/images/github-logo.png" alt="GitHub">
-       </a>
-          <img src="https://github.com/jomjol/AI-on-the-edge-device/images/gmail-logo.png" alt="Email">
+          <img src="https://raw.githubusercontent.com/jomjol/AI-on-the-edge-device/refs/heads/main/images/github-logo.png" alt="GitHub">
        </a>
        <a href="https://github.com/jomjol/AI-on-the-edge-device/discussions" target="_blank" title="GitHub">
-          <img src="https://github.com/jomjol/AI-on-the-edge-device/images/discussion-logo" alt="GitHub">
+          <img src="https://raw.githubusercontent.com/jomjol/AI-on-the-edge-device/refs/heads/main/images/discussion-logo.png" alt="GitHub">
        </a>
 	
     </div>
       <div class="footer-section">
          <span>Donations</span>
          <a href="https://www.paypal.com/donate?hosted_button_id=8TRSVYNYKDSWL" target="_blank" title="Donate via PayPal">
-            <img src="https://github.com/jomjol/AI-on-the-edge-device/images/paypal.png" alt="PayPal" style="width: 60px; height: auto;">
+            <img src="https://raw.githubusercontent.com/jomjol/AI-on-the-edge-device/refs/heads/main/images/paypal.png" alt="PayPal" style="width: 60px; height: auto;">
          </a>
       </div>
    </div>