mirror of
https://github.com/immich-app/immich.git
synced 2025-11-04 03:39:37 -05:00
2b1b43a7e4
* modularize model classes * various fixes * expose port * change response * round coordinates * simplify preload * update server * simplify interface simplify * update tests * composable endpoint * cleanup fixes remove unnecessary interface support text input, cleanup * ew camelcase * update server server fixes fix typing * ml fixes update locustfile fixes * cleaner response * better repo response * update tests formatting and typing rename * undo compose change * linting fix type actually fix typing * stricter typing fix detection-only response no need for defaultdict * update spec file update api linting * update e2e * unnecessary dimension * remove commented code * remove duplicate code * remove unused imports * add batch dim
71 lines
1.7 KiB
Python
71 lines
1.7 KiB
Python
from app.config import clean_name
|
|
from app.schemas import ModelSource
|
|
|
|
_OPENCLIP_MODELS = {
|
|
"RN50__openai",
|
|
"RN50__yfcc15m",
|
|
"RN50__cc12m",
|
|
"RN101__openai",
|
|
"RN101__yfcc15m",
|
|
"RN50x4__openai",
|
|
"RN50x16__openai",
|
|
"RN50x64__openai",
|
|
"ViT-B-32__openai",
|
|
"ViT-B-32__laion2b_e16",
|
|
"ViT-B-32__laion400m_e31",
|
|
"ViT-B-32__laion400m_e32",
|
|
"ViT-B-32__laion2b-s34b-b79k",
|
|
"ViT-B-16__openai",
|
|
"ViT-B-16__laion400m_e31",
|
|
"ViT-B-16__laion400m_e32",
|
|
"ViT-B-16-plus-240__laion400m_e31",
|
|
"ViT-B-16-plus-240__laion400m_e32",
|
|
"ViT-L-14__openai",
|
|
"ViT-L-14__laion400m_e31",
|
|
"ViT-L-14__laion400m_e32",
|
|
"ViT-L-14__laion2b-s32b-b82k",
|
|
"ViT-L-14-336__openai",
|
|
"ViT-H-14__laion2b-s32b-b79k",
|
|
"ViT-g-14__laion2b-s12b-b42k",
|
|
"ViT-L-14-quickgelu__dfn2b",
|
|
"ViT-H-14-quickgelu__dfn5b",
|
|
"ViT-H-14-378-quickgelu__dfn5b",
|
|
"XLM-Roberta-Large-ViT-H-14__frozen_laion5b_s13b_b90k",
|
|
"nllb-clip-base-siglip__v1",
|
|
"nllb-clip-large-siglip__v1",
|
|
}
|
|
|
|
|
|
_MCLIP_MODELS = {
|
|
"LABSE-Vit-L-14",
|
|
"XLM-Roberta-Large-Vit-B-32",
|
|
"XLM-Roberta-Large-Vit-B-16Plus",
|
|
"XLM-Roberta-Large-Vit-L-14",
|
|
}
|
|
|
|
|
|
_INSIGHTFACE_MODELS = {
|
|
"antelopev2",
|
|
"buffalo_l",
|
|
"buffalo_m",
|
|
"buffalo_s",
|
|
}
|
|
|
|
|
|
SUPPORTED_PROVIDERS = ["CUDAExecutionProvider", "OpenVINOExecutionProvider", "CPUExecutionProvider"]
|
|
|
|
|
|
def get_model_source(model_name: str) -> ModelSource | None:
|
|
cleaned_name = clean_name(model_name)
|
|
|
|
if cleaned_name in _INSIGHTFACE_MODELS:
|
|
return ModelSource.INSIGHTFACE
|
|
|
|
if cleaned_name in _MCLIP_MODELS:
|
|
return ModelSource.MCLIP
|
|
|
|
if cleaned_name in _OPENCLIP_MODELS:
|
|
return ModelSource.OPENCLIP
|
|
|
|
return None
|