40 lines
883 B
Python
40 lines
883 B
Python
from pydantic import BaseModel
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from typing import List, Optional
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class Detection(BaseModel):
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"""Object detection result"""
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label: str
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confidence: float
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x: int
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y: int
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width: int
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height: int
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color: int = 0x00FF00 # Default green color
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class DetectionRequest(BaseModel):
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"""Request for model inference on image data"""
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model_name: str
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image_data: str # Base64 encoded image
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class DetectionResponse(BaseModel):
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"""Response with detection results"""
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model_name: str
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detections: List[Detection]
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inference_time: float # Time in milliseconds
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class ModelInfo(BaseModel):
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"""Model information"""
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name: str
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path: str
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size: List[int] # [width, height]
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backend: str = "ONNX"
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loaded: bool = False
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class ModelsResponse(BaseModel):
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"""Response with available models"""
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models: List[ModelInfo] |