Model switcher
Added model selector to swap between several different models on the fly.
This commit is contained in:
@@ -263,6 +263,8 @@ std::unordered_map<std::string, uint32_t> keys = {
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{"LongPitch", PERSISTENT},
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{"LowerVolt", PERSISTENT},
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{"MapTargetVelocities", PERSISTENT},
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{"Model", PERSISTENT},
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{"ModelList", PERSISTENT},
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{"ModelUI", PERSISTENT},
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{"MTSCAggressiveness", PERSISTENT},
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{"MTSCEnabled", PERSISTENT},
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@@ -560,3 +560,4 @@ tinygrad_repo/tinygrad/*.py
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selfdrive/frogpilot/functions/conditional_experimental_mode.py
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selfdrive/frogpilot/functions/frogpilot_planner.py
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selfdrive/frogpilot/functions/map_turn_speed_controller.py
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selfdrive/frogpilot/functions/model_switcher.py
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63
selfdrive/frogpilot/functions/model_switcher.py
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63
selfdrive/frogpilot/functions/model_switcher.py
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@@ -0,0 +1,63 @@
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import hashlib
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import os
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import shutil
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from openpilot.common.params import Params
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from openpilot.system.hardware import HARDWARE
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OPENPILOT_PATH = "/data/openpilot"
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DESTINATION_PATH = os.path.join(OPENPILOT_PATH, "selfdrive/modeld/models")
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MODELS_SOURCE = os.path.join(DESTINATION_PATH, "models")
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THNEED_FILE = os.path.join(DESTINATION_PATH, "supercombo.thneed")
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MODEL_NAME = {
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0: "new-delhi",
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1: "blue-diamond-v1",
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2: "blue-diamond-v2",
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3: "farmville",
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4: "new-lemon-pie",
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}
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def set_model_list_parameter(params):
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"""Create a string of all the model names for future comparisons."""
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# Retrieve the previous model list
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previous_model_list = params.get("ModelList", encoding='utf-8')
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# Create a new model list
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model_list = "".join(MODEL_NAME.values())
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if previous_model_list != model_list:
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# Reset the selected model if the model list changed
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params.put_int("Model", 0)
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params.put("ModelList", model_list)
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params.remove("CalibrationParams");
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params.remove("LiveTorqueParameters");
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def onnx_already_set(path1, path2):
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"""Check if the two files are identical by comparing their SHA-256 hashes."""
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with open(path1, 'rb') as f1, open(path2, 'rb') as f2:
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return hashlib.sha256(f1.read()).hexdigest() == hashlib.sha256(f2.read()).hexdigest()
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def copy_model_variant(params):
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# Get the corresponding supercombo variant name
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variant = MODEL_NAME.get(params.get_int("Model"), MODEL_NAME[0])
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# Copy the variant .onnx file to supercombo.onnx in the destination models folder
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onnx_path = os.path.join(MODELS_SOURCE, f"{variant}.onnx")
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destination = os.path.join(DESTINATION_PATH, "supercombo.onnx")
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if not onnx_already_set(onnx_path, destination):
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# Delete the thneed file
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if os.path.exists(THNEED_FILE):
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os.remove(THNEED_FILE)
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# Copy over the onnx file
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shutil.copy(onnx_path, destination)
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# Reboot
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HARDWARE.reboot()
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if __name__ == "__main__":
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params = Params()
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set_model_list_parameter(params)
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copy_model_variant(params)
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@@ -31,6 +31,7 @@ FrogPilotControlsPanel::FrogPilotControlsPanel(SettingsWindow *parent) : FrogPil
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{"AggressiveAcceleration", "Aggressive Acceleration With Lead", "Increase acceleration aggressiveness when following a lead vehicle from a stop.", ""},
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{"StoppingDistance", "Increased Stopping Distance", "Increase the stopping distance for a more comfortable stop.", ""},
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{"Model", "Model Selector", "Choose your preferred openpilot model.", "../assets/offroad/icon_calibration.png"},
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{"MTSCEnabled", "Map Turn Speed Control", "Slow down for anticipated curves detected by your downloaded maps.", "../frogpilot/assets/toggle_icons/icon_speed_map.png"},
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};
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@@ -176,6 +177,28 @@ FrogPilotControlsPanel::FrogPilotControlsPanel(SettingsWindow *parent) : FrogPil
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} else if (param == "StoppingDistance") {
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toggle = new FrogPilotParamValueControl(param, title, desc, icon, 0, 10, std::map<int, QString>(), this, false, " feet");
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} else if (param == "Model") {
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modelSelectorButton = new FrogPilotButtonIconControl(title, tr("SELECT"), desc, icon);
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QStringList models = {"New Delhi (Default)", "Blue Diamond V1", "Blue Diamond V2", "Farmville", "New Lemon Pie"};
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QObject::connect(modelSelectorButton, &FrogPilotButtonIconControl::clicked, this, [this, models]() {
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int currentModel = params.getInt("Model");
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QString currentModelLabel = models[currentModel];
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QString selection = MultiOptionDialog::getSelection(tr("Select a driving model"), models, currentModelLabel, this);
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if (!selection.isEmpty()) {
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int selectedModel = models.indexOf(selection);
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params.putInt("Model", selectedModel);
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params.remove("CalibrationParams");
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params.remove("LiveTorqueParameters");
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modelSelectorButton->setValue(selection);
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if (FrogPilotConfirmationDialog::toggle("Reboot required to take effect.", "Reboot Now", this)) {
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Hardware::reboot();
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}
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}
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});
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modelSelectorButton->setValue(models[params.getInt("Model")]);
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addItem(modelSelectorButton);
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} else {
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toggle = new ParamControl(param, title, desc, icon, this);
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}
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@@ -262,6 +285,7 @@ void FrogPilotControlsPanel::parentToggleClicked() {
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aggressiveProfile->setVisible(false);
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conditionalSpeedsImperial->setVisible(false);
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conditionalSpeedsMetric->setVisible(false);
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modelSelectorButton->setVisible(false);
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standardProfile->setVisible(false);
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relaxedProfile->setVisible(false);
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@@ -272,6 +296,7 @@ void FrogPilotControlsPanel::hideSubToggles() {
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aggressiveProfile->setVisible(false);
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conditionalSpeedsImperial->setVisible(false);
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conditionalSpeedsMetric->setVisible(false);
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modelSelectorButton->setVisible(true);
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standardProfile->setVisible(false);
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relaxedProfile->setVisible(false);
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@@ -22,6 +22,8 @@ private:
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void updateMetric();
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void updateToggles();
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FrogPilotButtonIconControl *modelSelectorButton;
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FrogPilotDualParamControl *aggressiveProfile;
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FrogPilotDualParamControl *conditionalSpeedsImperial;
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FrogPilotDualParamControl *conditionalSpeedsMetric;
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@@ -199,6 +199,9 @@ def main() -> None:
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if os.path.exists("/data/openpilot/prebuilt"):
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os.remove("/data/openpilot/prebuilt")
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# Set the desired model on boot
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subprocess.run(["python3", "/data/openpilot/selfdrive/frogpilot/functions/model_switcher.py"])
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# Start UI early so prepare can happen in the background
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if not prepare_only:
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managed_processes['ui'].start()
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BIN
selfdrive/modeld/models/models/blue-diamond-v1.onnx
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BIN
selfdrive/modeld/models/models/blue-diamond-v1.onnx
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Binary file not shown.
BIN
selfdrive/modeld/models/models/blue-diamond-v2.onnx
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BIN
selfdrive/modeld/models/models/blue-diamond-v2.onnx
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Binary file not shown.
BIN
selfdrive/modeld/models/models/farmville.onnx
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BIN
selfdrive/modeld/models/models/farmville.onnx
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Binary file not shown.
BIN
selfdrive/modeld/models/models/new-delhi.onnx
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BIN
selfdrive/modeld/models/models/new-delhi.onnx
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Binary file not shown.
BIN
selfdrive/modeld/models/models/new-lemon-pie.onnx
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BIN
selfdrive/modeld/models/models/new-lemon-pie.onnx
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Binary file not shown.
@@ -463,6 +463,7 @@ def thermald_thread(end_event, hw_queue) -> None:
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# Create the prebuilt file if it doesn't exist
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if not os.path.isfile('/data/openpilot/prebuilt'):
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if os.path.exists("/data/openpilot/selfdrive/modeld/models/supercombo.thneed"):
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os.system(f"touch {'/data/openpilot/prebuilt'}")
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def main():
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@@ -217,6 +217,17 @@ OffroadHome::OffroadHome(QWidget* parent) : QFrame(parent) {
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font-size: 55px;
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}
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)");
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// Set the model name
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std::map<int, QString> MODEL_NAME {
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{0, "New Delhi"},
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{1, "Blue Diamond V1"},
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{2, "Blue Diamond V2"},
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{3, "Farmville"},
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{4, "New Lemon Pie"},
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};
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modelName = MODEL_NAME[params.getInt("Model")];
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}
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void OffroadHome::showEvent(QShowEvent *event) {
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@@ -230,7 +241,7 @@ void OffroadHome::hideEvent(QHideEvent *event) {
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void OffroadHome::refresh() {
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date->setText(QLocale(uiState()->language.mid(5)).toString(QDateTime::currentDateTime(), "dddd, MMMM d"));
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version->setText(getBrand() + " v" + getVersion().left(14).trimmed());
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version->setText(getBrand() + " v" + getVersion().left(14).trimmed() + " - " + modelName);
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bool updateAvailable = update_widget->refresh();
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int alerts = alerts_widget->refresh();
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@@ -42,6 +42,7 @@ private:
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QPushButton* update_notif;
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// FrogPilot variables
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QString modelName;
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};
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class HomeWindow : public QWidget {
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