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| from __future__ import annotations | |
| from functools import lru_cache | |
| from pathlib import Path | |
| from pydantic_settings import BaseSettings, SettingsConfigDict | |
| CLASS_NAMES: list[str] = [ | |
| "ampulla_of_vater", | |
| "angiectasia", | |
| "blood_fresh", | |
| "blood_hematin", | |
| "erosion", | |
| "erythema", | |
| "foreign_body", | |
| "ileocecal_valve", | |
| "lymphangiectasia", | |
| "normal_clean_mucosa", | |
| "pylorus", | |
| "reduced_mucosal_view", | |
| "ulcer", | |
| ] | |
| class Settings(BaseSettings): | |
| model_config = SettingsConfigDict(env_prefix="APP_", env_file=".env", extra="ignore") | |
| checkpoint_path: Path = Path("/app/checkpoints/best_mcc.pt") | |
| hf_repo_id: str = "" | |
| hf_filename: str = "best_mcc.pt" | |
| num_classes: int = len(CLASS_NAMES) | |
| image_size: int = 518 | |
| device: str = "cpu" | |
| def get_settings() -> Settings: | |
| return Settings() | |