mirror of
https://github.com/KevinMidboe/immich.git
synced 2025-10-29 17:40:28 +00:00
a2f5674bbb
* basic refactor and styling * removed batching * module entrypoint * removed unused imports * model superclass, model cache now in app state * fixed cache dir and enforced abstract method --------- Co-authored-by: Alex Tran <alex.tran1502@gmail.com>
67 lines
1.1 KiB
Python
67 lines
1.1 KiB
Python
from enum import Enum
|
|
|
|
from pydantic import BaseModel
|
|
|
|
|
|
def to_lower_camel(string: str) -> str:
|
|
tokens = [
|
|
token.capitalize() if i > 0 else token
|
|
for i, token in enumerate(string.split("_"))
|
|
]
|
|
return "".join(tokens)
|
|
|
|
|
|
class TextModelRequest(BaseModel):
|
|
text: str
|
|
|
|
|
|
class TextResponse(BaseModel):
|
|
__root__: str
|
|
|
|
|
|
class MessageResponse(BaseModel):
|
|
message: str
|
|
|
|
|
|
class TagResponse(BaseModel):
|
|
__root__: list[str]
|
|
|
|
|
|
class Embedding(BaseModel):
|
|
__root__: list[float]
|
|
|
|
|
|
class EmbeddingResponse(BaseModel):
|
|
__root__: Embedding
|
|
|
|
|
|
class BoundingBox(BaseModel):
|
|
x1: int
|
|
y1: int
|
|
x2: int
|
|
y2: int
|
|
|
|
|
|
class Face(BaseModel):
|
|
image_width: int
|
|
image_height: int
|
|
bounding_box: BoundingBox
|
|
score: float
|
|
embedding: Embedding
|
|
|
|
class Config:
|
|
alias_generator = to_lower_camel
|
|
allow_population_by_field_name = True
|
|
|
|
|
|
class FaceResponse(BaseModel):
|
|
__root__: list[Face]
|
|
|
|
|
|
class ModelType(Enum):
|
|
IMAGE_CLASSIFICATION = "image-classification"
|
|
CLIP = "clip"
|
|
CLIP_VISION = "clip-vision"
|
|
CLIP_TEXT = "clip-text"
|
|
FACIAL_RECOGNITION = "facial-recognition"
|