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2d33019 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 | def parse_damage_description(text: str):
"""
Converts vision-language description into structured damage info.
Defensive by design (never crashes on unexpected text).
"""
t = text.lower()
# Default values
part = "Vehicle Body"
damage = "Visible Damage"
severity = "Medium"
confidence = 70
# Part detection
if "rear bumper" in t or "back bumper" in t:
part = "Rear Bumper"
elif "front bumper" in t:
part = "Front Bumper"
elif "door" in t:
part = "Door Panel"
elif "fender" in t:
part = "Fender"
elif "hood" in t or "bonnet" in t:
part = "Hood"
elif "trunk" in t or "boot" in t:
part = "Trunk"
# Damage type
if "dent" in t:
damage = "Panel Dent"
severity = "Medium"
confidence = 88
elif "scratch" in t:
damage = "Paint Scratch"
severity = "Low"
confidence = 75
elif "crack" in t or "broken" in t:
damage = "Structural Crack"
severity = "High"
confidence = 92
# Severity refinement
if "severe" in t or "major" in t:
severity = "High"
confidence = min(confidence + 5, 95)
return {
"part": part,
"report": damage,
"severity": severity,
"confidence": confidence
}
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