from typing import Dict DEFECT_CLASSES: Dict[int, dict] = { # HRIPCB 数据集原始 6 类 0: {"name": "missing_hole", "zh": "缺孔", "severity": "fatal"}, 1: {"name": "mouse_bite", "zh": "鼠咬", "severity": "major"}, 2: {"name": "open_circuit", "zh": "断路", "severity": "fatal"}, 3: {"name": "short_circuit", "zh": "短路", "severity": "fatal"}, 4: {"name": "spur", "zh": "毛刺", "severity": "minor"}, 5: {"name": "spurious_copper", "zh": "余铜", "severity": "major"}, # 扩展类(Phase 2 标注后加入训练) 6: {"name": "oxidation", "zh": "氧化", "severity": "minor"}, 7: {"name": "solder_ball", "zh": "锡珠", "severity": "rework"}, 8: {"name": "scratch", "zh": "划痕", "severity": "minor"}, 9: {"name": "label_error", "zh": "标签错贴","severity": "rework"}, } # 严重程度从低到高,用于比较 max_severity SEVERITY_ORDER = ["none", "rework", "minor", "major", "fatal"] def get_class_info(class_id: int) -> dict: return DEFECT_CLASSES.get(class_id, { "name": f"unknown_{class_id}", "zh": f"未知_{class_id}", "severity": "minor", }) def max_severity(severities) -> str: if not severities: return "none" return max(severities, key=lambda s: SEVERITY_ORDER.index(s) if s in SEVERITY_ORDER else 0)