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from typing import Callable, Dict, Any, List, Optional
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class ModelEntry:
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def __init__(self, model: Any, preprocess: Callable, postprocess: Callable, class_names: List[str],
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display_name: Optional[str] = None, contributor: Optional[str] = None, model_path: Optional[str] = None):
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self.model = model
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self.preprocess = preprocess
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self.postprocess = postprocess
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self.class_names = class_names
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self.display_name = display_name
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self.contributor = contributor
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self.model_path = model_path
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MODEL_REGISTRY: Dict[str, ModelEntry] = {}
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def register_model(model_id: str, model: Any, preprocess: Callable, postprocess: Callable, class_names: List[str]):
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MODEL_REGISTRY[model_id] = ModelEntry(model, preprocess, postprocess, class_names) |