""" Training tab for the microscopy object detection application. Handles model training with YOLO. """ from PySide6.QtWidgets import QWidget, QVBoxLayout, QLabel, QGroupBox from src.database.db_manager import DatabaseManager from src.utils.config_manager import ConfigManager from src.utils.logger import get_logger logger = get_logger(__name__) class TrainingTab(QWidget): """Training tab for model training.""" def __init__( self, db_manager: DatabaseManager, config_manager: ConfigManager, parent=None ): super().__init__(parent) self.db_manager = db_manager self.config_manager = config_manager self._setup_ui() def _setup_ui(self): """Setup user interface.""" layout = QVBoxLayout() # Placeholder group = QGroupBox("Training") group_layout = QVBoxLayout() label = QLabel( "Training functionality will be implemented here.\n\n" "Features:\n" "- Dataset selection\n" "- Training parameter configuration\n" "- Real-time training progress\n" "- Loss and metric visualization" ) group_layout.addWidget(label) group.setLayout(group_layout) layout.addWidget(group) layout.addStretch() self.setLayout(layout) def refresh(self): """Refresh the tab.""" pass