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mirror of https://github.com/immich-app/immich.git synced 2024-12-27 10:58:13 +02:00
immich/machine-learning/app/schemas.py
Mert 1e748864c5
chore(ml): updated dockerfile, added typing, packaging (#2642)
* updated dockerfile, added typing, packaging

apply env change

* added arm64 support

* added ml version pump, second try for arm64

* added linting config to pyproject.toml

* renamed ml input field

* fixed linter config

* fixed dev docker compose
2023-06-05 09:40:48 -05:00

65 lines
1.1 KiB
Python

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 VisionModelRequest(BaseModel):
image_path: str
class Config:
alias_generator = to_lower_camel
allow_population_by_field_name = True
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]