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from pydantic import BaseModel
from typing import List, Dict, Any, Optional
class ClothingItem(BaseModel):
item_type: str
confidence: float
bounding_box: List[int]
class DominantColor(BaseModel):
color_name: str
rgb: List[int]
hex: str
percentage: float
class ConfidenceScores(BaseModel):
overall: float
style: float
color: float
class ClothingAnalysisResponse(BaseModel):
status: str
clothing_items: List[ClothingItem]
style_classification: str
formality: str
texture: str
dominant_colors: List[DominantColor]
color_distribution: Dict[str, float]
detailed_attributes: Dict[str, Any]
confidence_scores: ConfidenceScores
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