mirror of
https://github.com/immich-app/immich.git
synced 2024-12-23 02:06:15 +02:00
0c4df216d7
* update e2e * tokenizer tests * more tests, remove unnecessary code * fix e2e setting * add tests for loading model * update workflow * fixed test
25 lines
910 B
Python
25 lines
910 B
Python
from typing import Any
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from app.schemas import ModelType
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from .base import InferenceModel
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from .clip import MCLIPEncoder, OpenCLIPEncoder
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from .constants import is_insightface, is_mclip, is_openclip
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from .facial_recognition import FaceRecognizer
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def from_model_type(model_type: ModelType, model_name: str, **model_kwargs: Any) -> InferenceModel:
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match model_type:
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case ModelType.CLIP:
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if is_openclip(model_name):
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return OpenCLIPEncoder(model_name, **model_kwargs)
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elif is_mclip(model_name):
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return MCLIPEncoder(model_name, **model_kwargs)
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case ModelType.FACIAL_RECOGNITION:
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if is_insightface(model_name):
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return FaceRecognizer(model_name, **model_kwargs)
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case _:
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raise ValueError(f"Unknown model type {model_type}")
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raise ValueError(f"Unknown {model_type} model {model_name}")
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