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