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self.updateSelector(self.ui.deepgrowModelSelector, ["deepgrow", "deepedit"], "DeepgrowModel", 0)
self.updateSelector(self.ui.scribblesMethodSelector, ["scribbles"], "ScribblesMethod", 0)
self.models.items()
self.models.items()
in ("deepgrow", "deepedit")
self.models.items()
self.ui.labelComboBox.clear()
self._segmentNode.GetSegmentation()
segmentation.GetNumberOfSegments()
segmentation.GetNthSegmentID(i)
range(totalSegments)
enumerate(segmentIds)
segmentation.GetSegment(segmentId)
segment.GetName()
self.ui.labelComboBox.addItem(label)
self.info.get("labels", {})
self.ui.labelComboBox.addItem(label)
self._parameterNode.GetParameter("CurrentLabel")
self.ui.labelComboBox.findText(currentLabel)
self.ui.labelComboBox.setCurrentIndex(idx)
self.ui.appComboBox.clear()
self.ui.appComboBox.addItem(self.info.get("name", "")
self.info.get("datastore", {})
datastore_stats.get("completed", 0)
datastore_stats.get("total", 0)
self.ui.activeLearningProgressBar.setValue(current / max(total, 1)
self.ui.activeLearningProgressBar.setToolTip(f"{current}/{total} samples are labeled")
self.info.get("train_stats", {})
next(iter(train_stats.values()
train_stats.get("best_metric", 0)
self.updateAccuracyBar(dice)
self.ui.strategyBox.clear()
self.info.get("strategies", {})
self.ui.strategyBox.addItem(strategy)
self._parameterNode.GetParameter("CurrentStrategy")
self.ui.strategyBox.setCurrentIndex(self.ui.strategyBox.findText(currentStrategy)
self.ui.trainerBox.clear()
self.info.get("trainers", {})
self.ui.trainerBox.addItem("ALL")
self.ui.trainerBox.addItem(t)
self._parameterNode.GetParameter("CurrentTrainer")
self.ui.trainerBox.setCurrentIndex(self.ui.trainerBox.findText(currentTrainer)
slicer.util.settingsValue("MONAILabel/developerMode", True, converter=slicer.util.toBool)
self.ui.optionsCollapsibleButton.setVisible(developer_mode)
self.ui.nextSampleButton.setEnabled(self.ui.strategyBox.count)
self.isTrainingRunning()
self.ui.trainingButton.setEnabled(self.info and not is_training_running and current)
self.ui.stopTrainingButton.setEnabled(is_training_running)
qt.QTimer()
self.timer.setInterval(5000)
self.timer.connect("timeout()
self.timer.start()
self.ui.saveLabelButton.setEnabled(self._segmentNode is not None)
self.ui.importLabelButton.setEnabled(self._segmentNode is not None)
self.ui.dgPositiveFiducialPlacementWidget.setCurrentNode(self.dgPositiveFiducialNode)
self.ui.dgPositiveFiducialPlacementWidget.setPlaceModeEnabled(False)
self.ui.dgNegativeFiducialPlacementWidget.setCurrentNode(self.dgNegativeFiducialNode)
self.ui.dgNegativeFiducialPlacementWidget.setPlaceModeEnabled(False)
self.ui.scribblesCollapsibleButton.setEnabled(self.ui.scribblesMethodSelector.count)
self.ui.dgPositiveFiducialPlacementWidget.setEnabled(self.ui.deepgrowModelSelector.currentText)
self.ui.dgNegativeFiducialPlacementWidget.setEnabled(self.ui.deepgrowModelSelector.currentText)
self.info.get("labels", [])
self.ui.dgLabelBackground.hide()
self.ui.dgNegativeFiducialPlacementWidget.hide()
self.ui.freezeUpdateCheckBox.show()
self.ui.dgLabelForeground.setText("Landmarks:")
self.ui.dgNegativeFiducialPlacementWidget.show()
self.ui.freezeUpdateCheckBox.hide()
self.ui.dgLabelForeground.setText("Foreground:")
self.ui.dgUpdateCheckBox.setEnabled(self.ui.deepgrowModelSelector.currentText and self._segmentNode)
self.ui.dgUpdateButton.setEnabled(self.ui.deepgrowModelSelector.currentText and self._segmentNode)
slicer.mrmlScene.GetFirstNodeByClass("vtkMRMLSegmentEditorNode")
updateParameterNodeFromGUI(self, caller=None, event=None)
self._parameterNode.StartModify()
self.ui.segmentationModelSelector.itemText(segmentationModelIndex)
self._parameterNode.SetParameter("SegmentationModel", segmentationModel)
self.ui.deepgrowModelSelector.itemText(deepgrowModelIndex)
self._parameterNode.SetParameter("DeepgrowModel", deepgrowModel)
self.ui.scribblesMethodSelector.itemText(scribblesMethodIndex)
self._parameterNode.SetParameter("ScribblesMethod", scribblesMethod)
self.ui.labelComboBox.itemText(currentLabelIndex)
self._parameterNode.SetParameter("CurrentLabel", currentLabel)
self.ui.strategyBox.itemText(currentStrategyIndex)
self._parameterNode.SetParameter("CurrentStrategy", currentStrategy)
self.ui.trainerBox.itemText(currentTrainerIndex)
self._parameterNode.SetParameter("CurrentTrainer", currentTrainer)
self._parameterNode.EndModify(wasModified)
updateSelector(self, selector, model_types, param, defaultIndex=0)
selector.blockSignals(True)
selector.clear()
self.models.items()
selector.addItem(model_name)
selector.setItemData(selector.count - 1, model["description"], qt.Qt.ToolTipRole)
self._parameterNode.GetParameter(param)
self.state.get(param, "")
selector.findText(model)
selector.setCurrentIndex(modelIndex)
selector.setToolTip(modelInfo["description"])
selector.setToolTip("")
selector.blockSignals(wasSelectorBlocked)