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